| 2024 |
Quantitative Certification of Bias in Large Language Models |
Isha Chaudhary, Qian Hu, Manoj Kumar, Morteza Ziyadi, Gahul Gupta, Gagandeep Singh |
AI + Expo |
| 2024 |
Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards |
Haoxiang Wang, Yong Lin, Wei Xiong, Rui Yang, Shizhe Diao, Shuang Qiu, Han Zhao, and Tong Zhang |
62nd Annual Meeting of the Association for Computational Linguistics |
| 2024 |
Interpretable Preference via Multi-Objective Reward Modeling and Mixture-of-Experts |
Haoxiang Wang, Wei Xiong, Tengyang Xie, Han Zhao, and Tong Zhang |
2024 Conference on Empirical Methods in Natural Language Processing |
| 2024 |
Semi-Supervised Reward Modeling via Iterative Self-Training |
Yifei He, Haoxiang Wang, Ziyan Jiang, Alexandros Papangelis, and Han Zhao |
2024 Conference on Empirical Methods in Natural Language Processing |
| 2024 |
Reconstruction and Simulation of Elastic Objects with Spring-Mass 3D Gaussians |
Lichen Zhong, Hong-Xing "Koven" Yu, Jiajun Wu and Yunzhu Li |
18th European Conference on Computer Vision (ECCV) 2024 |
| 2024 |
AdaptiGraph: Material-Adaptive Graph-Based Neural Dynamics for Robotic Manipulation |
Kaifeng Zhang, Baoyu Li, Kris Hauser and Yunzhu Li |
Robotics: Science and Systems (RSS) |
| 2024 |
D3 Fields: Dynamic 3D Descriptor Fields for Zero-Shot Generalizable Rearrangement |
Yixuan Wang, Mingtong Zhang, Zhuoran Li, Tarik Kalestemar, Kathrine Driggs-Campbell, Jiajun Wu, Li Fei-Fei and Yunzhu Li |
2024 Conference on Robot Learning |
| 2024 |
RoboEXP: Action-Conditioned Scene Graph via Interactive Exploration for Robotic Manipulation |
Hanxiao Jiang, Binghao Huang, Ruihai Wu, Zhuoran Li, Shubham Garg, Hooshang Nayyeri, Shenlong Wang and Yunzhu Li |
arXiv:2402.15487 |
| 2024 |
Multi-LoRA Composition for Image Generation |
Ming Zhong, Yelong Shen, Shuohang Wang, Yadong Lu, Yizhu Jiao, Siru Ouyang, Donghan Yu, Jiawei Han and Weizhu Chen |
arXiv:2402.16843v1 |
| 2024 |
Seeking Neural Nuggets: Knowledge Transfer in LLMs from a Parametric Perspective |
Ming Zhong, Chenxin An, Weizhu Chen, Jiawei Han and Pengcheng He |
arXiv:2310.1145v1 |
| 2024 |
Can LLMs Produce Faithful Explanations For Fact-Checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate |
Kyungha Kim, Sangyun Lee, Kung-Hsiang Huang, Hou Pong Chan, Manling Li and Heng Ji |
arXiv:2402.07401v1 |
| 2024 |
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning |
Kung-Hsiang Huang, Mingyang Zhou, Hou Pong Chan, Yi R. Fung, Zhenhailong Wang, Lingyu Zhang, Shih-Fu Chang and Heng Ji |
arXiv:2312.10160v1 |
| 2024 |
Efficient Modality Selection in Multimodal Learning |
Yifei He, Runxiang Cheng, Gargi Balasubramaniam, Yao-Hung Hubert Tsai and Han Zhao |
Journal of Machine Learning Research |
| 2024 |
Fast 1-Wasserstein Distance Approximations using Greedy Strategies |
Guillaume Houry, Han Bao, Han Zhao and Makoto Yamada |
AISTATS |
| 2024 |
Fair and Optimal Prediction via Post-Processing |
Han Zhao |
38th Annual AAAI Conference on Artificial Intelligence |
| 2024 |
Personalized Federated Learning with Spurious Features: An Adversarial Approach |
Xiaoyang Wang, Han Zhao, Klara Nahrstedt and Sanmi Koyejo |
Transactions on Machine Learning Research |
| 2023 |
D3Fields: Dynamic 3D Descriptor Fields for Zero-Shot Generalizable Robotics and Automation |
Yixuan Wang, Zhuoran Li, Mingtong Zhang, Katherine Driggs-Campbell, Jianjun Wu, Li Fei-Fei and Yunzhu Li |
arXiv:2309.16118 |
| 2023 |
Knowledge-Enhanced Biomedical Language Models |
Tuan M. Lai, ChengXiang Zhai and Heng Ji |
Journal of Biomedical Informatics, Volume 143 |
| 2023 |
DeepMaven: Deep Question Answering on Long-Distance Movie/TV Show Videos with Multimedia Knowledge Extraction and Synthesis |
Yi R. Fung, Han Wang, Tong Wang, Ali Kebarighotbi, Prem Natarajan, Mohit Bansal and Heng Ji |
Proc. The 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL2023) |
| 2023 |
External Knowledge Acquisition for End-to-End Document-Oriented Dialog Systems |
Tuan M. Lai, Giuseppe Castellucci, Saar Kuzi, Heng Ji and Oleg Rokhlenko |
Proc. The 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL2023) |
| 2023 |
Enhancing Multi-Document Summarization with Cross-Document Graph-based Information Extraction |
Zixuan Zhang, Heba Elfardy, Markus Dreyer, Kevin Small, Heng Ji and Mohit Bansal |
Proc. The 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL2023) |
| 2023 |
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention |
Carl Edwards and Heng Ji |
Proc. The 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL2023) |
| 2023 |
Shorten the Long Tail for Rare Entity and Event Extraction |
Pengfei Yu and Heng Ji |
Proc. The 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL2023) |
| 2023 |
Bridging the Gap between Native Text and Translated Text through Adversarial Learning: A Case Study on Cross-Lingual Event Extraction |
Pengfei Yu, Jonathan May and Heng Ji |
Proc. The 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL2023) |
| 2023 |
Incorporating Task-Specific Concept Knowledge into Script Learning |
Chenkai Sun, Tie Xu, ChengXiang Zhai and Heng Ji |
Proc. The 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL2023) |
| 2023 |
Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning |
Chi Han, Qizheng He, Charles Yu, Xinya Du, Hanghang Tong and Heng Ji |
Proc. The International Conference on Learning Representations (ICLR2023) |
| 2023 |
Learning to Decompose Visual Features with Latent Textual Prompts |
Feng Wang, Manling Li, Xudong Lin, Hairong Lv, Alexander Schiwing and Heng Ji |
Proc. The International Conference on Learning Representations (ICLR2023) |
| 2023 |
Augmentation with Projection: Towards an Effective and Efficient Data Augmentation Paradigm for Distillation |
Ziqi Wang, Yuexin Wu, Frederick Liu, Daogao Liu, Le Hou, Hongkun Yu, Jing Li and Heng Ji |
Proc. The International Conference on Learning Representations (ICLR2023) |
| 2023 |
SumREN: Summarizing Reported Speech about Events in News |
Revanth Gangi Reddy, Heba Elfardy, Hou Pong Chan, Kevin Small and Heng Ji |
Proc. Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI2023) |
| 2023 |
Events as State Changes: Video Event Extraction via Tracking Argument Visual States |
Guang Yang, Manling Li, Jiajie Zhang, Xudong Lin, Heng Ji and Shih-Fu Chang |
Proc. Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI2023) |
| 2023 |
ADEPT: A DEbiasing PrompT Framework |
Ke Yang, Charles Yu, Yi R. Fung, Manling Li and Heng Ji |
Proc. Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI2023) |
| 2023 |
Ensemble Transfer Learning for Multilingual Coreference Resolution |
Tuan M. Lai and Heng Ji |
arxiv |
| 2023 |
Knowledge-Driven Vision-Language Pretraining |
Manling Li, Xudong Lin, Jie Lei, Mohit Bansal, Shih-Fu Chang and Heng Ji |
Proc. Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI2023) Tutorial |
| 2022 |
Translation between Molecules and Natural Language |
Carl Edwards*, Tuan M. Lai*, Kevin Ros, Garrett Honke, Kyunghyun Cho and Heng Ji (*equal contributions) |
Proc. The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP2022) |
| 2022 |
NORMSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly |
Yi R. Fung, Tuhin Chakraborty, Owen Rambow, Smaranda Muresan and Heng Ji |
arXiv:2210.08604 |
| 2022 |
Code4Struct: Code Generation for Few-Shot Structured Prediction from Natural Language |
Xingyao Wang, Sha Li and Heng Ji |
arxiv |
| 2022 |
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations |
Chi Han, Hengzhi Pei, Xinya Du and Heng Ji |
arxiv |
| 2022 |
Language Model Pre-Training with Sparse Latent Typing |
Liliang Ren*, Zixuan Zhang*, Han Wang, Clare Voss, ChengXiang Zhai and Heng Ji(*equal contributions) |
Proc. The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP2022) |
| 2022 |
Open Relation and Event Type Discovery with Type Abstraction |
Sha Li, Heng Ji and Jiawei Han |
Proc. The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP2022) |
| 2022 |
Schema-Guided Event Graph Completion |
Hongwei Wang, Zixuan Zhang, Sha Li, Jiawei Han, Yizhou Sun, Hanghang Tong, Joseph P. Olive and Heng Ji |
Proc. 4th Conference on Automated Knowledge Base Construction (AKBC2022) |
| 2022 |
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners |
Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal and Heng Ji |
Proc. The Thirty-Sixth Annual Conference on Neural Information Processing Systems (NeurIPS2022) |
| 2022 |
CLIP-Event: Connecting Text and Images with Event Structures |
Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji and Shih-Fu Chang |
Proc. Conference on Computer Vision and Pattern Recognition (CVPR2022) |
| 2022 |
Chemical-Reaction-aware Molecule Representation Learning |
Hongwei Wang, Weijiang Li, Xiaomeng Jin, Kyunghyun Cho, Heng Ji, Jiawei Han and Martin Burke |
Proc. The International Conference on Learning Representations (ICLR2022) |
| 2022 |
Video Event Extraction via Tracking Visual States of Arguments |
Guang Yang, Manling Li, Jiajie Zhang, Xudong Lin, Shih-Fu Chang and Heng Ji |
arXiv:2211.01781 |
| 2022 |
Faking Fake News for Real Fake News Detection: Propaganda-loaded Training Data Generation |
Kung-Hsiang Huang, Kathleen McKeown, Preslav Nakov, Yejin Choi and Heng Ji |
arxiv2203.05386 |
| 2022 |
CONCRETE: Improving Cross-lingual Fact Checking with Cross-lingual Retrieval |
Kung-Hsiang Huang, ChengXiang Zhai and Heng Ji |
Proc. The 29th International Conference on Computational Linguistics (COLING2022) |
| 2022 |
Enhancing Knowledge Selection for Grounded Dialogues via Document Semantic Graphs |
Sha Li, Mahdi Namazifar, Di Jin, Mohit Bansal, Heng Ji, Yang Liu and Dilek Hakkani-Tur |
Proc. The 2022 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT2022) |
| 2022 |
P4E: Event Detection as Prompt-Guided Identification and Localization |
Sha Li, Liyuan Liu, Yiqing Xie, Heng Ji and Jiawei Han |
arXiv:2202.07615 |
| 2022 |
NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge |
Revanth Gangi Reddy, Sai Chinthakindi, Zhenhailong Wang, Yi R. Fung, Kathryn Summerville Conger, Ahmed S. Elsayed, Martha Palmer, Preslav Nakov, Eduard Hovy, Kevin Small and Heng Ji |
Proc. The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP2022) |
| 2022 |
A Zero-Shot Claim Detection Framework using Question Answering |
Revanth Gangi Reddy, Sai Chetan Chinthakindi, Yi R. Fung, Kevin Small and Heng Ji |
Proc. The 29th International Conference on Computational Linguistics (COLING2022) |
| 2022 |
Augmentation with Projection: Towards an Effective and Efficient Data Augmentation Paradigm for Distillation |
Ziqi Wang, Yuexin Wu, Frederick Liu, Daogao Liu, Le Hou, Hongkun Yu, Jing Li, Heng Ji |
arXiv:2210.11768 |
| 2022 |
ReactClass: Cross-Modal Supervision for Subword-Guided Reactant Entity Classification |
Xuan Wang, Vivian Hu, Minhao Jiang, Yu Zhang, Jinfeng Xiao, Danielle Loving, Heng Ji, Martin Burke, and Jiawei Han |
Proc. 2022 IEEE Int. Conf. on Bioinformatics and Biomedicine (BIBM'22) |
| 2022 |
Weakly-Supervised Temporal Article Grounding |
Long Chen, Yulei Niu, Brian Chen, Xudong Lin, Guangxing Han, Christopher Thomas, Hammad Ayyubi, Heng Ji and Shih-Fu Chang |
Proc. The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP2022) |
| 2022 |
Towards A Unified Multi-Dimensional Evaluator For Text Generation |
Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji and Jiawei Han |
Proc. The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP2022) |
| 2022 |
Open-Vocabulary Argument Role Prediction For Event Extraction |
Yizhu Jiao, Sha Li, Yiqing Xie, Ming Zhong, Heng Ji and Jiawei Han |
Proc. The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP2022) Findings |
| 2022 |
PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion |
Jianhao Shen, Chenguang Wang, Ye Yuan, Jiawei Han, Heng Ji, Koushik Sen, Ming Zhang and Dawn Song |
Proc. The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP2022) Findings |
| 2022 |
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding |
Revanth Gangi Reddy, Xilin Rui, Manling Li, Xudong Li, Haoyang Wen, Jaemin Cho, Lifu Huang, Mohit Bansal, Avi Sil, Shih-Fu Chang, Alexander Schiwing and Heng Ji |
Proc. Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022) |
| 2022 |
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval |
Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji and Shih-Fu Chang |
arXiv:2206.02082 |
| 2022 |
NewsClaims: A New Benchmark for Claim Detection from News with Background Knowledge Evidence |
Revanth Gangi Reddy, Sai Chinthakindi, Zhenhailong Wang, Yi R. Fung, Kathryn Summerville Conger, Ahmed S. Elsayed, Martha Palmer, Preslav Nakov, Eduard Hovy and Heng Ji |
arxiv |
| 2022 |
A Weibo Dataset for the 2022 Russo-Ukrainian Crisis |
Yi R. Fung and Heng Ji |
arXiv:2203.05967 |
| 2022 |
Cross-document Misinformation Detection based on Event Graph Reasoning |
Xueqing Wu, Kung-Hsiang Huang, Yi R. Fung and Heng Ji |
Proc. The 2022 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT2022) |
| 2022 |
Event Schema Induction with Double Graph Autoencoders |
Xiaomeng Jin, Manling Li and Heng Ji |
Proc. The 2022 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT2022) |
| 2022 |
Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences |
Yifan Chen*, Qi Zeng*, Dilek Hakkani-Tur, Di Jin, Heng Ji and Yun Yang (*equal contributions) |
Proc. The 2022 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT2022) |
| 2022 |
EA$^2$E: Improving Consistency with Event Awareness for Document-level Argument Extraction |
Qi Zeng, Qiusi Zhan and Heng Ji |
Proc. The 2022 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT2022) Findings |
| 2022 |
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking |
Tuan M. Lai, Heng Ji and ChengXiang Zhai |
Proc. The 60th Annual Meeting of the Association for Computational Linguistics (ACL2022) Findings |
| 2022 |
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks |
Zhenhailong Wang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen and Heng Ji |
arXiv:2210.00185 |
| 2022 |
Retrieval-Augmented Generative Question Answering for Event Argument Extraction |
Xinya Du and Heng Ji |
Proc. The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP2022) |
| 2022 |
Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Training |
Revanth Gangi Reddy, Vikas Yadav, Md Arafat Sultan, Martin Franz, Vittorio Castelli, Heng Ji and Avi Sil |
Proc. The 29th International Conference on Computational Linguistics (COLING2022) |
| 2022 |
Event Extractor with Only a Few Examples |
Pengfei Yu, Zixuan Zhang, Clare Voss, Jonathan May and Heng Ji |
Proc. NAACL2022 workshop on Deep Learning for Low Resource NLP |
| 2022 |
Dynamic Global Memory for Document-level Argument Extraction |
Xinya Du, Sha Li and Heng Ji |
Proc. The 60th Annual Meeting of the Association for Computational Linguistics (ACL2022) |
| 2022 |
COVID-19 Claim Radar: A Structured Claim Extraction and Tracking System |
Manling Li, Revanth Gangi Reddy, Ziqi Wang, Yi-Shyuan Chiang, Tuan M. Lai, Pengfei Yu, Zixuan Zhang and Heng Ji |
Proc. The 60th Annual Meeting of the Association for Computational Linguistics (ACL2022) Demo Track |
| 2022 |
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios |
Xinya Du, Zixuan Zhang, Sha Li, Pengfei Yu, Hongwei Wang, Tuan Manh Lai, Xudong Lin, Ziqi Wang, Iris Liu, Ben Zhou, Haoyang Wen, Manling Li, Darryl Hannan, Qi Zeng, Qing Lyu, Charles Yu, Carl Edwards, Xiaomeng Jin, Yizhu Jiao, Ghazaleh Kazeminejad, Rotem Dror, Zhenhailong Wang, Chris Callison-Burch, Mohit Bansal, Carl Vondrick, Jiawei Han, Dan Roth, Shih-Fu Chang, Martha Palmer and Heng Ji |
Proc. 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL2022) System Demonstration Track |
| 2022 |
Rethinking Task Sampling for Few-shot Vision-Language Transfer Learning |
Zhenhailong Wang, Hang Yu, Manling Li, Han Zhao and Heng Ji |
Proc. COLING2022 Workshop on Performance and Interpretability Evaluations of Multimodal, Multipurpose, Massive-Scale Models |
| 2022 |
Model-Agnostic Multitask Fine-tuning for Few-shot Vision-Language Transfer Learning |
Zhenhailong Wang, Hang Yu, Manling Li, Han Zhao and Heng Ji |
arxiv |
| 2022 |
A Close Look into the Calibration of Pre-trained Language Models |
Yangyi Chen, Lifan Yuan, Ganqu Cui, Zhiyuan Liu and Heng Ji |
arxiv |
| 2022 |
Multimedia Generative Script Learning for Task Planning |
Qingyun Wang, Manling Li, Hou Pong Chan, Lifu Huang, Julia Hockenmaier, Girish Chowdhary, Heng Ji |
arxiv |
| 2022 |
Incorporating Task-specific Concept Knowledge into Script Learning |
Chenkai Sun, Tie Xu, Chengxiang Zhai and Heng Ji |
arxiv |
| 2022 |
Semi-supervised New Event Type Induction and Description via Constrastive Loss-Enforced Batch Attention |
Carl Edwards and Heng Ji |
arxiv |
| 2022 |
Seeded Hierarchical Clustering for Expert-Crafted Taxonomies |
Anish Saha, Amith Ananthram, Emily Allaway, Heng Ji and Kathleen McKeown |
Proc. The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP2022) Findings |
| 2022 |
What should I Ask: A Knowledge-driven Approach for Follow-up Questions Generation in Conversational Surveys |
Yubin Ge, Ziang Xiao, Jana Diesner, Heng Ji, Karrie Karahalios, Hari Sundaram |
arxiv |
| 2022 |
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval |
Revanth Gangi Reddy, Md Arafat Sultan, Heng Ji and Avi Sil |
Proc. The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2022) |
| 2022 |
Learning Invariant Representations on Multilingual Language Models for Unsupervised Cross-Lingual Transfer |
Ruicheng Xian, Han Zhao and Heng Ji |
Proc. The International Conference on Learning Representations (ICLR2022) |
| 2022 |
New Frontiers of Information Extraction |
Muhao Chen, Lifu Huang, Manling Li, Ben Zhou, Heng Ji and Dan Roth |
Proc. The 2022 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT2022) Tutorial |
| 2022 |
The Battlefront of Combating Misinformation and Coping with Media Bias |
Yi R. Fung, Kung-Hsiang Huang, Preslav Nakov and Heng Ji |
Proc. The 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (AACL-IJCNLP2022) Tutorial |
| 2022 |
The Battlefront of Combating Misinformation and Coping with Media Bias |
Yi R. Fung, Kung-Hsiang Huang, Preslav Nakov and Heng Ji |
Proc. 2022 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2022) Tutorial |
| 2022 |
New Frontiers of Scientific Text Mining: Tasks, Data, and Tools |
Xuan Wang, Hongwei Wang, Heng Ji and Jiawei Han |
Proc. 2022 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2022) Tutorial |
| 2022 |
Modern Natural Language Processing Techniques for Scientific Web Mining: Tasks, Data, and Tools |
Xuan Wang, Hongwei Wang, Heng Ji and Jiawei Han |
Proc. The ACM Web Conference 2022 (WWW2022) Tutorial |
| 2022 |
Multimedia Curriculum Learning for Language Acquisition |
Pengfei Yu, Heng Ji, Shih-Fu Chang and Kevin Duh |
Journal of Science and Technology on Information and Communications |
| 2022 |
Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification |
Zhenhailong Wang and Heng Ji |
Proc. Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022) |
| 2022 |
A Survey of Knowledge-Enhanced Text Generation |
Wenhao Yu, Chenguang Zhu, Zaitang Li, Zhiting Hu, Qingyun Wang, Heng Ji and Meng Jiang |
ACM Computing Survey |
| 2022 |
Deep Learning on Graphs for Natural Language Processing |
Lingfei Wu, Yu Chen, Heng Ji, Yunyao Li and Bang Liu |
Proc. The ACM Web Conference 2022 (WWW2022) Tutorial |
| 2022 |
Deep Learning on Graphs for Natural Language Processing |
Lingfei Wu, Yu Chen, Heng Ji, Yunyao Li and Bang Liu |
Proc. Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022) Tutorial |
| 2021 |
Chemical-Reaction-aware Molecule Representation Learning |
Hongwei Wang, Weijiang Li, Xiaomeng Jin, Kyunghyun Cho, Heng Ji, Jiawei Han and Martin Burke |
arxiv2109.09888 |
| 2021 |
The Future is not One-dimensional: Complex Event Schema Induction via Graph Modeling for Event Prediction |
Manling Li, Sha Li, Zhenhailong Wang, Lifu Huang, Kyunghyun Cho, Heng Ji, Jiawei Han and Clare Voss |
Proc. The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP2021) |
| 2021 |
InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection |
Yi R. Fung, Christopher Thomas, Revanth Gangi Reddy, Sandeep Polisetty, Heng Ji, Shih-Fu Chang, Kathleen McKeown, Mohit Bansal and Avi Sil |
Proc. The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) |
| 2021 |
Document-Level Event Argument Extraction by Conditional Generation |
Sha Li, Heng Ji and Jiawei Han |
Proc. The 2021 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT2021) |
| 2021 |
Skyformer: Remodel Self-Attention with Gaussian Kernel and Nyström Method |
Yifan Chen*, Qi Zeng*, Heng Ji and Yun Yang (*equal contributions) |
Proc. Thirty-fifth Annual Conference on Neural Information Processing Systems (NeurIPS2021) |
| 2021 |
EventKE: Event-Enhanced Knowledge Graph Embedding |
Zixuan Zhang, Hongwei Wang, Han Zhao, Hanghang Tong and Heng Ji |
Proc. The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP2021) Findings |
| 2021 |
Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport |
Manling Li, Tengfei Ma, Mo Yu, Lingfei Wu, Tian Gao, Heng Ji and Kathleen McKeown |
Proc. The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP2021) |
| 2021 |
Lifelong Event Detection with Knowledge Transfer |
Pengfei Yu, Heng Ji and Premkumar Natarajan |
Proc. The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP2021) |
| 2021 |
Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries |
Carl Edwards, ChengXiang Zhai and Heng Ji |
Proc. The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP2021) |
| 2021 |
Utilizing Relative Event Time to Enhance Event-Event Temporal Relation Extraction |
Haoyang Wen and Heng Ji |
Proc. The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP2021) |
| 2021 |
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training |
Yu Meng, Yunyi Zhang, Jiaxin Huang, Xuan Wang, Yu Zhang, Heng Ji and Jiawei Han |
Proc. The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP2021) |
| 2021 |
Joint Multimedia Event Extraction from Video and Article |
Brian Chen, Xudong Lin, Christopher Thomas, Manling Li, Shoya Yoshida, Lovish Chum, Heng Ji and Shih-Fu Chang |
Proc. The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP2021) Findings |
| 2021 |
BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks |
Tuan M. Lai, Heng Ji and ChengXiang Zhai |
Proc. The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP2021) Findings |
| 2021 |
Corpus-based Open-Domain Event Type Induction |
Jiaming Shen, Yunyi Zhang, Heng Ji and Jiawei Han |
Proc. The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP2021) |
| 2021 |
Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction |
Zixuan Zhang and Heng Ji |
Proc. The 2021 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT2021) |
| 2021 |
Personalized Entity Resolution with Dynamic Heterogeneous Knowledge Graph Representations |
Ying Lin, Han Wang, Jiangning Chen, Tong Wang, Yue Liu, Heng Ji, Yang Liu and Premkumar Natarajan |
Proc. ACL-IJCNLP2021 Workshop on e-Commerce and NLP |
| 2021 |
Event Time Extraction and Propagation via Graph Attention Networks |
Haoyang Wen, Yanru Qu, Heng Ji, Qiang Ning, Jiawei Han, Avi Sil, Hanghang Tong and Dan Roth |
Proc. The 2021 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT2021) |
| 2021 |
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution |
Tuan M. Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt and Walter Chang |
Proc. The 2021 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT2021) |
| 2021 |
Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference |
Tuan M. Lai, Heng Ji, ChengXiang Zhai and Quan Hung Tran |
Proc. The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) |
| 2021 |
Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation |
Zixuan Zhang, Nikolaus Nova Parulian, Heng Ji, Ahmed S. Elsayed, Skatje Myers and Martha Palmer |
Proc. The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) |
| 2021 |
Learning by Reading Guidelines: A Case Study on Event Detection |
Pengfei Yu, Heng Ji and Jonathan May |
arxiv |
| 2021 |
IMG2SMI: Translating Molecular Structure Images to Simplified Molecular-input Line-entry System |
Daniel Campos and Heng Ji |
arXiv:2109.04202 |
| 2021 |
Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation |
Chenkai Sun, Weijiang Li, Jinfeng Xiao, Nikolaus Nova Parulian, ChengXiang Zhai, Heng Ji |
Proc. The IEEE International Conference on Bioinformatics and Biomedicine (BIBM2021) |
| 2021 |
Multimedia Curriculum Learning for Language Acquisition |
Pengfei Yu, Heng Ji, Shih-Fu Chang, Kevin Duh and Bo Li |
arxiv |
| 2021 |
Coreference by appearance: Visually Grounded Event Coreference Resolution |
Liming Wang, Shengyu Feng, Xudong Lin, Manling Li, Heng Ji and Shih-Fu Chang |
Proc. EMNLP2021 Workshop on Computational Models of Reference, Anaphora and Coreference |
| 2021 |
A Unified Transformer-based Framework for Duplex Text Normalization |
Tuan Manh Lai, Yang Zhang, Evelina Bakhturina, Boris Ginsburg, Heng Ji |
arXiv:2108.09889 |
| 2021 |
Neural-Answering Logical Queries on Knowledge Graphs |
Lihui Liu, Boxin Du, Heng Ji, ChengXiang Zhai and Hanghang Tong |
Proc. 2021 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2021) |
| 2021 |
KompaRe: A Knowledge Graph Comparative Reasoning System |
Lihui Liu, Boxin Du, Yi Ren Fung, Heng Ji, Jiejun Xu and Hanghang Tong |
Proc. 2021 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2021) |
| 2021 |
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning |
Yujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu, Peng Li, Heng Ji, Minlie Huang, Maosong Sun and Jie Zhou |
Proc. The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) |
| 2021 |
Learning Shared Semantic Space for Speech-to-Text Translation |
Chi Han, Mingxuan Wang, Heng Ji and Lei Li |
Proc. The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) Findings |
| 2021 |
Stage-wise Fine-tuning for Graph-to-Text Generation |
Qingyun Wang, Semih Yavuz, Xi Victoria Lin, Heng Ji and Nazneen Fatema Rajani |
Proc. The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) Student Research Workshop |
| 2021 |
Joint Detection and Coreference Resolution of Entities and Events with Document-level Context Aggregation |
Samuel Kriman and Heng Ji |
Proc. The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) Student Research Workshop |
| 2021 |
VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension |
Haoyang Wen, Anthony Ferritto, Heng Ji, Radu Florian and Avi Sil |
Proc. The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) |
| 2021 |
HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction |
Liliang Ren, Chenkai Sun, Heng Ji and Julia Hockenmaier |
Proc. The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) Findings |
| 2021 |
Towards Robust Neural Retrieval Models with Synthetic Pre-Training |
Revanth Gangi Reddy, Vikas Yadav, Md Arafat Sultan, Martin Franz, Vittorio Castelli, Heng Ji and Avi Sil |
arxiv2104.07800 |
| 2021 |
GENE: Global Event Network Embedding |
Qi Zeng, Manling Li, Tuan M. Lai, Heng Ji, Mohit Bansal and Hanghang Tong |
Proc. NAACL-HLT2021 Workshop on Graph-Based Natural Language Processing |
| 2021 |
Efficient Attentions for Long Document Summarization |
Luyang Huang, Shuyang Cao, Nikolaus Parulian, Heng Ji and Lu Wang |
Proc. The 2021 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT2021) |
| 2021 |
RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System |
Haoyang Wen, Ying Lin, Tuan M. Lai, Xiaoman Pan, Sha Li, Xudong Lin, Ben Zhou, Manling Li, Haoyu Wang, Hongming Zhang, Xiaodong Yu, Alexander Dong, Zhenhailong Wang, Yi R. Fung, Piyush Mishra, Qing Lyu, Dídac Surís, Brian Chen, Susan W. Brown, Martha Palmer, Chris Callison-Burch, Carl Vondrick, Jiawei Han, Dan Roth, Shih-Fu Chang and Heng Ji |
Proc. The 2021 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT2021) Demo Track |
| 2021 |
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation |
Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Parulian, Guangxing Han, Jiawei Ma, Jingxuan Tu, Ying Lin, Haoran Zhang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Bangzheng Li, Ruisong Li, Xiangchen Song, Yi R. Fung, Heng Ji, Jiawei Han, Shih-Fu Chang, James Pustejovsky, David Liem, Ahmed Elsayed, Martha Palmer, Jasmine Rah, Clare Voss, Cynthia Schneider and Boyan Onyshkevych |
Proc. The 2021 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT2021) Demo Track [Best Demo Paper Award] |
| 2021 |
Separating Skills and Concepts for Novel Visual Question Answering |
Spencer Whitehead, Hui Wu, Heng Ji, Rogerio Feris and Kate Saenko |
Proc. Conference on Computer Vision and Pattern Recognition (CVPR2021) |
| 2021 |
MUSE: Textual Attributes Guided Portrait Painting Generation |
Xiaodan Hu, Pengfei Yu, Kevin Knight, Heng Ji, Bo Li and Honghui Shi |
Prof. The 3rd IEEE Workshop on Artificial Intelligence for Art Creation |
| 2021 |
Controllable and Diverse Text Generation in E-commerce |
Huajie Shao, Jun Wang, Haohong Lin, Xuezhou Zhang, Aston Zhang, Heng Ji and Tarek Abdelzaher |
Proc. The Web Conference 2021 (WWW2021) |
| 2021 |
Deep Learning on Graphs for Natural Language Processing |
Lingfei Wu, Yu Chen and Heng Ji |
Cambridge University Press |
| 2021 |
Team Skeletor at Touché 2021: Argument Retrieval and Visualization for Controversial Questions |
Kevin Ros, Carl Edwards, Heng Ji and Chengxiang Zhai |
Proc. Conference and Labs of Evaluation Forum (CLEF2021) |
| 2021 |
Expertise-Aware Truth Analysis and Task Allocation in Mobile Crowdsourcing |
Xiaomei Zhang, Yibo Wu, Lifu Huang, Heng Ji, Guohong Cao |
IEEE Transactions on Mobile Computing 20(3): 1001-1016 |
| 2021 |
Event-centric Natural Language Processing |
Muhao Chen, Hongming Zhang, Qiang Ning, Manling Li, Heng Ji, Kathleen McKeown and Dan Roth |
Proc. The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP2021) Tutorial |
| 2021 |
Knowledge-Enriched Natural Language Generation |
Wenhao Yu, Meng Jiang, Zhiting Hu, Qingyun Wang, Heng Ji and Nazneen Rajani |
Proc. The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP2021) Tutorial |
| 2021 |
Deep Learning on Graphs for Natural Language Processing |
Lingfei Wu, Yu Chen, Heng Ji and Bang Liu |
Proc. 2021 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2021) Tutorial |
| 2021 |
Deep Learning on Graphs for Natural Language Processing |
Lingfei Wu, Yu Chen, Heng Ji and Bang Liu |
Proc. The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2021) Tutorial |
| 2021 |
Deep Learning on Graphs for Natural Language Processing |
Lingfei Wu, Yu Chen, Heng Ji and Bang Liu |
Proc. the 30th International Joint Conference on Artificial Intelligence (IJCAI2021) Tutorial |
| 2021 |
Deep Learning on Graphs for Natural Language Processing |
Lingfei Wu, Yu Chen, Heng Ji and Yunyao Li |
Proc. The 2021 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT2021) Tutorial |
| 2021 |
Event-centric Natural Language Understanding |
Muhao Chen, Hongming Zhang, Qiang Ning, Manling Li, Heng Ji and Dan Roth |
Proc. The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI2021) Tutorial |
| 2021 |
White Paper: Challenges and Considerations for the Creation of a Large Labelled Repository of Online Videos with Questionable Content |
Thamar Solorio, Mahsa Shafaei, Christos Smailis, Mona Diab, Theodore Giannakopoulos, Heng Ji, Yang Liu, Rada Mihalcea, Smaranda Muresan, Ioannis Kakadiaris |
arXiv:2101.10894 |
| 2021 |
Unifying Cross-modal Concepts in Vision and Language |
Spencer Whitehead |
PhD Dissertation. University of Illinois at Urbana-Champaign |
| 2021 |
Event Time Representation, Propagation and Prediction in Temporal Information Extraction |
Haoyang Wen |
Master Thesis. University of Illinois at Urbana-Champaign |
| 2021 |
Joint Document-level Information extraction |
Samuel Kriman |
Master Thesis. University of Illinois at Urbana-Champaign |
| 2020 |
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning |
Yujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu, Peng Li, Heng Ji, Minlie Huang, Maosong Sun and Jie Zhou |
arXiv:2012.15022 |
| 2020 |
ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis |
Qingyun Wang, Qi Zeng, Lifu Huang, Kevin Knight, Heng Ji and Nazneen Fatema Rajani |
Proc. The 13th International Conference on Natural Language Generation (INLG2020) |
| 2020 |
MUSE: Illustrating Textual Attributes by Portrait Generation |
Xiaodan Hu, Pengfei Yu, Kevin Knight, Heng Ji, Bo Li and Honghui Shi |
arXiv:2011.04761 |
| 2020 |
Connecting the Dots: Event Graph Schema Induction with Path Language Modeling |
Manling Li, Qi Zeng, Ying Lin, Kyunghyun Cho, Heng Ji, Jonathan May, Nathanael Chambers and Clare Voss |
Proc. The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP2020) |
| 2020 |
Cross-media Structured Common Space for Multimedia Event Extraction |
Manling Li*, Alireza Zareian*, Qi Zeng, Spencer Whitehead, Di Lu, Heng Ji and Shih-Fu Chang (*equal contributions) |
Proc. The 58th Annual Meeting of the Association for Computational Linguistics (ACL2020) |
| 2020 |
A Joint Neural Model for Information Extraction with Global Features |
Ying Lin, Heng Ji, Fei Huang, Lingfei Wu |
Proc. The 58th Annual Meeting of the Association for Computational Linguistics (ACL2020) |
| 2020 |
GAIA: A Fine-grained Multimedia Knowledge Extraction System |
Manling Li, Alireza Zareian, Ying Lin, Xiaoman Pan, Spencer Whitehead, Brian Chen, Bo Wu, Heng Ji, Shih-Fu Chang, Clare Voss, Daniel Napierski and Marjorie Freedman |
Proc. The 58th Annual Meeting of the Association for Computational Linguistics (ACL2020) Demo Track. [ACL2020 Best Demo Paper Award] |
| 2020 |
Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding |
Jiaming Shen, Heng Ji and Jiawei Han |
Proc. The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP2020) |
| 2020 |
Low-resource Event Extraction based on Share-and-Transfer |
Heng Ji and Clare Voss |
Invited Book Chapter for Events and Stories, Cambridge Press |
| 2020 |
Semi-supervised New Event Type Induction and Event Detection |
Lifu Huang and Heng Ji |
Proc. The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP2020) |
| 2020 |
A Survey of Knowledge-Enhanced Text Generation |
Wenhao Yu, Chenguang Zhu, Zaitang Li, Zhiting Hu, Qingyun Wang, Heng Ji, Meng Jiang |
arXiv:2010.04389v1 |
| 2020 |
Learning from Lexical Perturbations for Consistent Visual Question Answering |
Spencer Whitehead, Hui Wu, Yi Ren Fung, Heng Ji, Rogerio Feris, Kate Saenko |
arXiv:2011.13406 |
| 2020 |
GAIA at SM-KBP 2020 - A Dockerized Multi-media Multi-lingual Knowledge Extraction, Clustering, Temporal Tracking and Hypothesis Generation System |
Manling Li, Ying Lin, Tuan Manh Lai, Xiaoman Pan, Haoyang Wen, Sha Li, Zhenhailong Wang, Pengfei Yu, Lifu Huang, Di Lu, Qingyun Wang, Haoran Zhang, Qi Zeng, Chi Han, Zixuan Zhang, Yujia Qin, Xiaodan Hu, Nikolaus Parulian, Daniel Campos, Heng Ji, Brian Chen, Xudong Lin, Alireza Zareian, Amith Ananthram, Emily Allaway, Shih-Fu Chang, Kathleen McKeown, Yixiang Yao, Yifan Wang, Michael Spector, Mitchell DeHaven, Daniel Napierski, Marjorie Freedman, Pedro Szekely, Haidong Zhu, Ram Nevatia, Yang Bai, Yifan Wang, Ali Sadeghian, Haodi Ma, Daisy Zhe Wang |
Proc. Text Analysis Conference (TAC2020) |
| 2020 |
Overview of the TAC-KBP2020 Recognizing Ultra Fine-grained EntitieS Task (RUFES) Track |
Heng Ji, Avirup Sil, Shudong Huang, Hoa Trang Dang and Ian Soboroff |
Proc. Text Analysis Conference (TAC2020) |
| 2020 |
UIUC TAC2020 RUFES System Description |
Revanth Gangi Reddy, Manling Li, Haoyang Wen and Heng Ji |
Prof. Text Analysis Conference (TAC2020) |
| 2020 |
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation |
Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Parulian, Guangxing Han, Jiawei Ma, Jingxuan Tu, Ying Lin, Haoran Zhang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Bangzheng Li, Ruisong Li, Xiangchen Song, Heng Ji, Jiawei Han, Shih-Fu Chang, James Pustejovsky, David Liem, Ahmed Elsayed, Martha Palmer, Jasmine Rah, Clare Voss, Cynthia Schneider, Boyan Onyshkevych |
arXiv:2007.00576 |
| 2020 |
Text Classification Using Label Names Only: A Language Model Self-Training Approach |
Yu Meng, Yunyi Zhang, Jiaxin Huang, Chenyan Xiong, Heng Ji, Chao Zhang and Jiawei Han |
Proc. The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP2020) |
| 2020 |
KompaRe: A Knowledge Graph Reasoning Prototype |
Lihui Liu, Boxin Du, Heng Ji and Hanghang Tong |
arxiv 2011.03189 |
| 2020 |
Aspect-Based Sentiment Analysis by Aspect-Sentiment Joint Embedding |
Jiaxin Huang, Yu Meng, Fang Guo, Heng Ji and Jiawei Han |
Proc. The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP2020) |
| 2020 |
A Knowledge Graph Reasoning Prototype |
Lihui Liu, Boxin Du, Heng Ji and Hanghang Tong |
Proc. Conference on Neural Information Processing Systems (NeurIPS2020) Demo Track |
| 2020 |
Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction |
Haoran Zhang, Qianying Liu, Aysa Xuemo Fan, Heng Ji, Daojian Zeng, Fei Cheng, Daisuke Kawahara and Sadao Kurohashi |
Proc. The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP2020) Findings |
| 2020 |
Learning to Learn Words from Visual Scenes |
Dídac Surís, Dave Epstein, Heng Ji, Shih-Fu Chang and Carl Vondrick |
Proc. 16th European Conference on Computer Vision (ECCV2020) |
| 2020 |
The Paradox of Information Access: Growing Ideological Fragmentation in the Age of Sharing |
Tarek Abdelzaher, Heng Ji, Jinyang Li, Chaoqi Yang, John Dellaverson, Lixia Zhang, Chao Xu, Boleslaw K. Szymanski |
arXiv:2004.01967 |
| 2020 |
The Paradox of Information Access: On Modeling Social-Media-Induced Polarization |
Chao Xu, Jinyang Li, Tarek Abdelzaher, Heng Ji, Boleslaw K. Szymanski, John Dellaverson |
arXiv:2004.01106v1 |
| 2020 |
Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation |
Yuning Mao, Xiang Ren, Heng Ji, Jiawei Han |
arXiv:2010.12723 |
| 2020 |
Training with Streaming Annotation |
Tongtao Zhang, Heng Ji, Shih-Fu Chang, Marjorie Freedman |
arXiv:2002.04165 |
| 2020 |
Cross-lingual Structure Transfer for Zero-resource Event Extraction |
Di Lu, Ananya Subburathinam, Heng Ji, Jonathan May, Shih-Fu Chang, Avi Sil and Clare Voss |
LREC 2020 |
| 2020 |
Cross-lingual Entity Extraction and Linking for 300 Languages |
Xiaoman Pan |
PhD Dissertation. University of Illinois at Urbana-Champaign |
| 2020 |
Multilingual Multitask Joint Neural Information Extraction |
Ying Lin |
PhD Dissertation. University of Illinois at Urbana-Champaign |
| 2020 |
Cold-start Universal Information Extraction |
Lifu Huang |
PhD Dissertation. University of Illinois at Urbana-Champaign |
| 2019 |
Panel: Challenges for Multimedia/Multimodal Research in the Next Decade |
Shih-Fu Chang, LP Morency, Alexander Hauptmann, Alberto Del Bimbo, Cathal Gurrin, Hayley Hung, Heng Ji, Alan Smeaton |
Proceedings of the 27th ACM International Conference on Multimedia |
| 2019 |
PaperRobot: Incremental Draft Generation of Scientific Ideas |
Qingyun Wang, Lifu Huang, Zhiying Jiang, Kevin Knight, Heng Ji, Mohit Bansal and Yi Luan |
Proc. The 57th Annual Meeting of the Association for Computational Linguistics (ACL2019) |
| 2019 |
Cross-lingual Structure Transfer for Relation and Event Extraction |
Ananya Subburathinam*, Di Lu*, Heng Ji, Jonathan May, Shih-Fu Chang, Avirup Sil and Clare Voss (* equal contributions) |
Proc. 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP2019) |
| 2019 |
Reliability-aware Dynamic Feature Composition for Name Tagging |
Ying Lin, Liyuan Liu, Heng Ji, Dong Yu and Jiawei Han |
Proc. The 57th Annual Meeting of the Association for Computational Linguistics (ACL2019) |
| 2019 |
An Attentive Fine-Grained Entity Typing Model with Latent Type Representation |
Ying Lin and Heng Ji |
Proc. 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP2019) |
| 2019 |
Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting Summarization |
Manling Li, Lingyu Zhang, Heng Ji and Rich Radke |
Proc. The 57th Annual Meeting of the Association for Computational Linguistics (ACL2019) |
| 2019 |
Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging |
Lifu Huang, Heng Ji and Jonathan May |
Proc. 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT2019) |
| 2019 |
Overview of TAC-KBP2019 Fine-grained Entity Extraction |
Heng Ji, Avirup Sil, Hoa Trang Dang, Ian Soboroff, Joel Nothman |
Proc. Text Analysis Conference (TAC2019) |
| 2019 |
Joint Entity and Event Extraction with Generative Adversarial Imitation Learning |
Tongtao Zhang, Heng Ji and Avirup Sil |
Data Intelligence Vol 1 (2): 99-120 |
| 2019 |
Multilingual Entity, Relation, Event and Human Value Extraction |
Manling Li, Ying Lin, Joe Hoover, Spencer Whitehead, Clare Voss, Morteza Dehghani and Heng Ji |
Proc. NAACL-HLT2019 Demo Track |
| 2019 |
Biomedical Event Extraction based on Knowledge-driven Tree-LSTM |
Diya Li, Lifu Huang, Heng Ji and Jiawei Han |
Proc. 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT2019) |
| 2019 |
Cross-lingual Joint Entity and Word Embedding to Improve Entity Linking and Parallel Sentence Mining |
Xiaoman Pan, Thamme Gowda, Heng Ji, Jonathan May and Scott Miller |
Proc. EMNLP2019 Workshop on Deep Learning for Low-Resource Natural Language Processing |
| 2019 |
Low-Resource Name Tagging Learned with Weakly Labeled Data |
Yixin Cao, Zikun Hu, Tat-Seng Chua, Zhiyuan Liu and Heng Ji |
Proc. 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP2019) |
| 2019 |
A Baseline Fine-Grained Entity Extraction System for TAC-KBP2019 |
Ying Lin, Xiaoman Pan, Manling Li and Heng Ji |
Proc. Text Analysis Conference (TAC2019) |
| 2019 |
GAIA at SM-KBP 2019 - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System |
Manling Li, Ying Lin, Ananya Subburathinam, Spencer Whitehead, Xiaoman Pan, Di Lu, Qingyun Wang, Tongtao Zhang, Lifu Huang, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Bo Wu, Emily Allaway,Shih-Fu Chang, Kathleen McKeown, Yixiang Yao, Jennifer Chen, Eric Berquist, Kexuan Sun, Xujun Peng, Ryan GabbardMarjorie Freedman, Pedro Szekely, T.K. Satish Kumar, Arka Sadhu, Ram Nevatia, Miguel Rodriguez, Yifan Wang, Yang Bai, Ali Sadeghian, Daisy Zhe Wang |
Proc. Text Analysis Conference (TAC2019) |
| 2019 |
Improving Question Answering with External Knowledge |
Xiaoman Pan, Kai Sun, Dian Yu, Jianshu Chen, Heng Ji, Claire Cardie and Dong Yu |
Proc. EMNLP2019 Workshop on Machine Reading for Question Answering |
| 2019 |
Syntax-aware Multi-task Graph Convolutional Networks for Biomedical Relation Extraction |
Diya Li and Heng Ji |
Proc. EMNLP2019 Workshop on Health Text Mining and Information Analysis |
| 2019 |
Zero-Shot Cross-lingual Name Retrieval for Low-Resource Languages |
Kevin Blissett and Heng Ji |
Proc. EMNLP2019 Workshop on Deep Learning for Low-Resource Natural Language Processing |
| 2019 |
Raw-to-End Name Entity Recognition in Social Media |
Liyuan Liu, Zihan Wang, Jingbo Shang, Dandong Yin, Heng Ji, Xiang Ren, Shaowen Wang and Jiawei Han |
arXiv 1908.05344 |
| 2019 |
ELISA System Description for LoReHLT 2019 |
Ying Lin, Xiaoman Pan, Di Lu, Lifu Huang, Tongtao Zhang, Heng Ji, et al. |
Proc. LoReHLT2019 |
| 2019 |
Cross-lingual NIL Entity Clustering for Low-resource Languages |
Kevin Blissett and Heng Ji |
Proc. NAACL2019 Workshop on Computational Models of Reference, Anaphora and Coreference |
| 2019 |
Event Extraction with Imitation Learning and Cross-media Inference on Streaming Data |
Tongtao Zhang |
PhD Dissertation. Rensselaer Polytechnic Institute |
| 2019 |
Neural Name Tagging for Low-resource Languages |
Boliang Zhang |
PhD Dissertation. Rensselaer Polytechnic Institute |
| 2019 |
Multi-Media Multi-lingual Information Extraction, Summarization and Transfer |
Di Lu |
PhD Dissertation. Rensselaer Polytechnic Institute |
| 2019 |
A Grounded Unsupervised Universal Part-of-Speech Tagger for Low-Resource Languages |
Ronald Cardenas, Ying Lin, Heng Ji and Jonathan May |
Proc. 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT2019) |
| 2019 |
Moral Foundations Twitter Corpus: A collection of 35k tweets annotated for moral sentiment |
Joseph Hoover, Gwenyth Portillo-Wightman, Leigh Yeh, Shreya Havaldar, Aida Davani, Ying Lin, Brendan Kennedy, Mohammad Atari, Zahra Kamel, Madelyn Mendlen, Gabriela Moreno, Christina Park, Tingyee Chang, Jenna Chin, Christian Leong, Jun Yen Leung, Arineh Mirinjian, Morteza Dehghani |
psyarxiv |
| 2019 |
The Unobtrusive Group Interaction (UGI) Corpus |
Indrani Bhattacharya, Michael Foley, Christine Ku, Ni Zhang, Tongtao Zhang, Cameron Mine, Manling Li, Heng Ji, Christoph Riedl, Brooke F. Welles and Richard J. Radke |
Proc. ACM Multimedia Systems Conference 2019 |
| 2018 |
Creative Language Encoding under Censorship |
Heng Ji and Kevin Knight |
Proc. COLING2018 Workshop on NLP for Internet Freedom |
| 2018 |
Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding |
Lifu Huang, Kyunghyun Cho, Boliang Zhang, Heng Ji and Kevin Knight |
Proc. 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP2018) |
| 2018 |
Paper Abstract Writing through Editing Mechanism |
Qingyun Wang, Zhihao Zhou, Lifu Huang, Spencer Whitehead, Boliang Zhang, Heng Ji and Kevin Knight |
Proc. The 56th Annual Meeting of the Association for Computational Linguistics (ACL2018) |
| 2018 |
Describing a Knowledge Base |
Qingyun Wang, Xiaoman Pan, Lifu Huang, Boliang Zhang, Zhiying Jiang, Heng Ji and Kevin Knight |
Proc. The 11th International Conference on Natural Language Generation |
| 2018 |
ELISA-EDL: A Cross-lingual Entity Extraction, Linking and Localization System |
Boliang Zhang, Ying Lin, Xiaoman Pan, Di Lu, Jonathan May, Kevin Knight and Heng Ji |
Proc. NAACL-HLT2018 Demo Track |
| 2018 |
Multi-lingual Entity Discovery and Linking |
Avirup Sil, Heng Ji, Dan Roth and Silviu-Petru Cuverzan |
Proc. The 56th Annual Meeting of the Association for Computational Linguistics (ACL2018) Tutorial |
| 2018 |
A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling |
Ying Lin, Shengqi Yang, Veselin Stoyanov and Heng Ji |
Proc. The 56th Annual Meeting of the Association for Computational Linguistics (ACL2018) |
| 2018 |
Zero-Shot Transfer Learning for Event Extraction |
Lifu Huang, Heng Ji, Kyunghyun Cho, Ido Dagan, Sebastian Riedel and Clare Voss |
Proc. The 56th Annual Meeting of the Association for Computational Linguistics (ACL2018) |
| 2018 |
Incorporating Background Knowledge into Video Description Generation |
Spencer Whitehead, Heng Ji, Mohit Bansal, Shih-Fu Chang and Clare Voss |
Proc. 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP2018) |
| 2018 |
Visual Attention Model for Name Tagging in Multimodal Social Media |
Di Lu, Leonardo Neves, Vitor Carvalho, Ning Zhang and Heng Ji |
Proc. The 56th Annual Meeting of the Association for Computational Linguistics (ACL2018) |
| 2018 |
Global Attention for Name Tagging |
Boliang Zhang, Spencer Whitehead, Lifu Huang and Heng Ji |
Proc. The SIGNLL Conference on Computational Natural Language Learning (CONLL2018) |
| 2018 |
Entity-aware Image Caption Generation |
Di Lu, Spencer Whitehead, Lifu Huang, Heng Ji and Shih-Fu Chang |
Proc. 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP2018) |
| 2018 |
Acquiring Background Knowledge to Improve Moral Value Prediction |
Ying Lin, Joe Hoover, Gwenyth Portillo-Wightman, Christina Park, Morteza Dehghani and Heng Ji |
The 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM2018) |
| 2018 |
Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition |
Tao Ge, Qing Dou, Heng Ji, Lei Cui, Baobao Chang, Zhifang Sui, Furu Wei and Ming Zhou |
Proc. 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP2018) |
| 2018 |
Event Extraction with Generative Adversarial Imitation Learning |
Tongtao Zhang and Heng Ji |
arxiv |
| 2018 |
GAIA - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System |
Tongtao Zhang, Ananya Subburathinam, Ge Shi, Lifu Huang, Di Lu, Xiaoman Pan, Manling Li, Boliang Zhang, Qingyun Wang, Spencer Whitehead, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Ruiqi Zhong, Steven Shao, Emily Allaway, Shih-Fu Chang, Kathleen McKeown, Dongyu Li, Xin Huang, Xujun Peng, Ryan Gabbard, Marjorie Freedman, Ali Sadeghian, Mayank Kejriwal, Ram Nevatia, Pedro Szekely, Ali Sadeghian and Daisy Zhe Wang |
Proc. Text Analysis Conference (TAC2018) |
| 2018 |
Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction |
Ge Shi, Chong Feng, Lifu Huang, Boliang Zhang, Heng Ji, Lejian Liao and Heyan Huang |
Proc. 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP2018) |
| 2018 |
Moralization in Social Networks and the Emergence of Violent Protests |
Marlon Mooijman, Joe Hoover, Ying Lin, Heng Ji and Morteza Dehghani |
Nature Human Behavior |
| 2018 |
Platforms for Non-speakers Annotating Names in Any Language |
Ying Lin, Cash Costello, Boliang Zhang, Di Lu, Heng Ji, James Mayfield and Paul McNamee |
Proc. ACL2018 Demo Track [Best Demo Paper nomination] |
| 2018 |
ELISA System Description for LoReHLT 2018 |
Ronald Ahmed Cardenas Acosta, Thamme Gowda, Ulf Hermjakob, Nima Pourdamghani, Michael Pust, Jibiao Shen, Tian Xie, Jonathan May, Nikolaos Malandrakis, Victor Martinez, Pavlos Papadopoulos, Anil Ramakrishna, Karan Singla, Ruchir Travadi, Colin Vaz, Shrikanth Narayanan, Kenton Murray, Toan Nguyen, David Chiang, Boliang Zhang, Xiaoman Pan, Ying Lin, Di Lu, Lifu Huang, Tongtao Zhang, Kevin Blissett, Ni Zhang, Spencer Whitehead, Ananya Subburathinam, Diya Li, Qingyun Wang, Zhiying Jiang, Heng Ji, Ondrej Glembek, Murali Karthick Baskar, Santosh Kesiraju, Lukas Burget, Karel Benes, Igor Szoke, Karel Vesely, Jan Honza Cernocky, Derry Wijaya, Chris Callison-Burch, Hongzhi Xu, Charles Yang, Mitch Marcus, Brian Moran, Leanne Rolston, Gina-Anne Levow, Wenda Chen, Camille Goudeseune, Leda Sari and Mark Hasegawa-Johnson |
Proc. LoReHLT2018 |
| 2018 |
Chengyu Cloze Test |
Zhiying Jiang, Lifu Huang, Boliang Zhang and Heng Ji |
Proc. NAACL-HLT2018 Workshop on Innovative Use of NLP for Building Educational Applications |
| 2018 |
Open-Schema Event Profiling for Massive News Corpora |
Quan Yuan, Xiang Ren, Wenqi He, Chao Zhang, Xinhe Geng, Lifu Huang, Heng Ji, Chin-Yew Lin and Jiawei Han |
Proc. The 27th ACM International Conference on Information and Knowledge Management (CIKM2018) |
| 2018 |
Visualizing Group Dynamics based on Multiparty Meeting Understanding |
Ni Zhang, Tongtao Zhang, Heng Ji and Rich Radke |
Proc. 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP2018) Demo Track |
| 2018 |
A Multimodal-Sensor-Enabled Room for Unobtrusive Group Meeting Analysis |
Indrani Bhattacharya, Michael Foley, Ni Zhang, Tongtao Zhang, Christine Ku, Cameron Mine, Heng Ji, Christoph Riedl, Brooke Foucault Welles and Richard J. Radke |
ACM International Conference on Multimodal Interaction |
| 2018 |
Seq2RDF: An End-to-End Application for Deriving Triples from Natural Language Text |
Yue Liu, Tongtao Zhang, Zhicheng Liang, Heng Ji and Deborah McGuinness |
Proc. the 17th International Semantic Web Conference |
| 2018 |
The Age of Social Sensing |
Dong Wang, Boleslaw K. Szymanski, Tarek Abdelzaher, Heng Ji and Lance Kaplan |
IEEE Computer |
| 2017 |
Cross-lingual Name Tagging and Linking for 282 Languages |
Xiaoman Pan, Boliang Zhang, Jonathan May, Joel Nothman, Kevin Knight and Heng Ji |
Proc. the 55th Annual Meeting of the Association for Computational Linguistics (ACL2017) |
| 2017 |
Zero-Shot Transfer Learning for Event Extraction |
Lifu Huang, Heng Ji, Kyunghyun Cho and Clare R Voss |
arXiv |
| 2017 |
Open Relation Extraction and Grounding |
Dian Yu, Lifu Huang and Heng Ji |
Proc. the 8th International Joint Conference on Natural Language Processing (IJCNLP 2017) |
| 2017 |
ELISA System Description for LoReHLT 2017 |
Leon Cheung, Thamme Gowda, Ulf Hermjakob, Nelson Liu, Jonathan May, Alexandra Mayn, Nima Pourdamghani, Michael Pust, Kevin Knight, Nikolaos Malandrakis, Pavlos Papadopoulos, Anil Ramakrishna, Karan Singla, Victor Martinez, Colin Vaz, Dogan Can, Shrikanth Narayanan, Kenton Murray, Toan Nguyen, David Chiang, Xiaoman Pan, Boliang Zhang, Ying Lin, Di Lu, Lifu Huang, Kevin Blissett, Tongtao Zhang, Heng Ji, Ondrej Glembek, Murali Karthick Baskar, Santosh Kesiraju, Lukas Burget, Karel Benes, Igor Szoke, Karel Vesely, Jan ``Honza'' Cernocky, Camille Goudeseune, Mark Hasegawa Johnson, Leda Sari, Wenda Chen and Angli Liu |
Proc. LoReHLT2017 |
| 2017 |
TinkerBell: Cross-lingual Cold-Start Knowledge Base Construction |
Mohamed Al-Badrashiny, Jason Bolton, Arun Tejavsi Chaganty, Kevin Clark, Craig Harman, Lifu Huang, Matthew Lamm, Jinhao Lei, Di Lu, Xiaoman Pan, Ashwin Paranjape, Ellie Pavlick, Haoruo Peng, Peng Qi, Pushpendre Rastogi, Abigail See, Kai Sun, Max Thomas, Chen-Tse Tsai, Hao Wu, Boliang Zhang, Chris Callison-Burch, Claire Cardie, Heng Ji, Christopher Manning, Smaranda Muresan, Owen C. Rambow, Dan Roth, Mark Sammons, Benjamin Van Durme |
Proc. Text Analysis Conference (TAC2017) |
| 2017 |
Overview of TAC-KBP2017 13 Languages Entity Discovery and Linking |
Heng Ji, Xiaoman Pan, Boliang Zhang, Joel Nothman, James Mayfield, Paul McNamee and Cash Costello |
Proc. Text Analysis Conference (TAC2017) |
| 2017 |
Acquiring Background Knowledge to Improve Moral Value Prediction |
Ying Lin, Joe Hoover, Morteza Dehghani, Marlon Mooijman and Heng Ji |
arXiv |
| 2017 |
When protests turn violent: The roles of moralization and moral convergence |
Marlon Mooijman, Joe Hoover, Ying Lin, Heng Ji and Morteza Dehghani |
PsyArXiv |
| 2017 |
Improving Event Extraction via Cross-Modal Integration |
Tongtao Zhang, Spencer Whitehead, Hanwang Zhang, Hongzhi Li, Joseph Ellis, Lifu Huang, Wei Liu, Heng Ji and Shih-Fu Chang |
Proc. the 25th ACM International Conference on Multimedia (ACMMM2017) |
| 2017 |
Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures |
Lifu Huang, Avirup Sil, Heng Ji and Radu Florian |
Proc. Conference on Empirical Methods in Natural Language Processing (EMNLP 2017) |
| 2017 |
List-only Entity Linking |
Ying Lin, Chin-Yew Lin and Heng Ji |
Proc. the 55th Annual Meeting of the Association for Computational Linguistics (ACL2017) |
| 2017 |
Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding |
Yixin Cao, Lifu Huang, Heng Ji, Xu Chen and Juanzi Li |
Proc. the 55th Annual Meeting of the Association for Computational Linguistics (ACL2017) |
| 2017 |
Liberal Entity Extraction: Rapid Construction of Fine-Grained Entity Typing Systems |
Lifu Huang, Jonathan May, Xiaoman Pan, Heng Ji, Xiang Ren, Jiawei Han, Lin Zhao and James Hendler |
Big Data, Mar 2017, 5(1): 19-31. |
| 2017 |
Learning Phrase Embeddings from Paraphrases with GRUs |
Zhihao Zhou, Lifu Huang and Heng Ji |
Proc. the 8th International Joint Conference on Natural Language Processing (IJCNLP 2017) |
| 2017 |
RPI BLENDER TAC-KBP2017 13 Languages EDL System |
Boliang Zhang, Xiaoman Pan, Ying Lin, Tongtao Zhang, Kevin Blissett, Samia Kazemi, Spencer Whitehead, Lifu Huang and Heng Ji |
Proc. Text Analysis Conference (TAC2017) |
| 2017 |
CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases |
Xiang Ren, Zeqiu Wu, Wenqi He, Meng Qu, Clare Voss, Heng Ji, Tarek Abdelzaher and Jiawei Han |
Proc. the 26th World Wide Web Conference (WWW2017) |
| 2017 |
Supervision for Relation Extraction: A Representation Learning Approach |
Liyuan Liu, Xiang Ren, Qi Zhu, Shi Zhi, Huan Gui, Heng Ji and Jiawei Han |
Proc. Conference on Empirical Methods in Natural Language Processing (EMNLP 2017) |
| 2017 |
Identifying and Tracking Location-based Sentiment and Topic from Social Media Texts |
Min Yang, Jincheng Mei, Heng Ji, Wei Zhao, Zhou Zhao and Xiaojun Chen |
Proc. Conference on Empirical Methods in Natural Language Processing (EMNLP 2017) |
| 2017 |
Team ELISA System for DARPA LORELEI Speech Evaluation 2016 |
Pavlos Papadopoulos, Ruchir Travadi, Colin Vaz, Nikolaos Malandrakis, Ulf Hermjakob, Nima Pourdamghani, Michael Pust, Boliang Zhang, Xiaoman Pan, Di Lu, Ying Lin, Ondrej Glembek, Murali Karthick B, Martin Karafiat, Lukas Burget, Mark Hasegawa-Johnson, Heng Ji, Jonathan May, Kevin Knight and Shrikanth Narayanan |
Proc. Interspeech2017 |
| 2017 |
Incident-Driven Machine Translation and Name Tagging for Low-resource Languages |
Ulf Hermjakob, Qiang Li, Daniel Marcu, Jonathan May, Sebastian J. Mielke, Nima Pourdamghani, Michael Pust, Xing Shi, Kevin Knight, Tomer Levinboim, Kenton Murray, David Chiang, Boliang Zhang, Xiaoman Pan, Di Lu, Ying Lin and Heng Ji |
Machine Translation, pp 1-31 |
| 2017 |
Multi-level Cross-lingual Attentive Neural Architecture for Low-resource Name Tagging |
Xiaocheng Feng, Lifu Huang, Bing Qin, Ying Lin, Heng Ji and Ting Liu |
Tsinghua Science and Technology Journal, Volume 22, Issue 6, Pages 644-645 |
| 2017 |
Unsupervised Graph-Based Relation Extraction and Validation for Knowledge Base Population |
Dian Yu |
PhD Dissertation. Rensselaer Polytechnic Institute |
| 2017 |
Expertise-Aware Truth Analysis and Task Allocation in Mobile Crowdsourcing |
Xiaomei Zhang, Yibo Wu, Lifu Huang, Heng Ji and Guohong Cao |
Proc. The 37th IEEE International Conference on Distributed Computing (ICDCS 2017) |
| 2016 |
Overview of TAC-KBP2016 Tri-lingual EDL and Its Impact on End-to-End KBP |
Heng Ji and Joel Nothman |
Proc. Text Analysis Conference (TAC2016) |
| 2016 |
Liberal Event Extraction and Event Schema Induction |
Lifu Huang, Taylor Cassidy, Xiaocheng Feng, Heng Ji, Clare R. Voss, Jiawei Han and Avirup Sil |
Proc. the 54th Annual Meeting of the Association for Computational Linguistics (ACL2016) |
| 2016 |
Name Tagging for Low-resource Incident Languages based on Expectation-driven Learning |
Boliang Zhang, Xiaoman Pan, Tianlu Wang, Ashish Vaswani, Heng Ji, Kevin Knight and Daniel Marcu |
Proc. the 2016 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL-HLT 2016) |
| 2016 |
A Multi-media Approach to Cross-lingual Entity Knowledge Transfer |
Di Lu, Xiaoman Pan, Nima Pourdamghani, Shih-Fu Chang, Heng Ji and Kevin Knight |
Proc. the 54th Annual Meeting of the Association for Computational Linguistics (ACL2016) |
| 2016 |
From Image to Translation: Processing the Endangered Nyushu Script |
Tongtao Zhang, Aritra Chowdhury, Nimit Dhulekar, Jinjing Xia, Kevin Knight, Heng Ji, Bulent Yener and Liming Zhao |
ACM Transactions on Asian and Low-Resource Language Information Processing, Volume 15 Issue 4, May 2016, Article No. 23 |
| 2016 |
Unsupervised Person Slot Filling based on Graph Mining |
Dian Yu and Heng Ji |
Proc. the 54th Annual Meeting of the Association for Computational Linguistics (ACL2016) |
| 2016 |
Leveraging Entity Linking and Related Language Projection to Improve Name Transliteration |
Ying Lin, Xiaoman Pan, Aliya Deri, Heng Ji and Kevin Knight |
Proc. ACL2016 Workshop on Named Entities |
| 2016 |
RPI_BLENDER TAC-KBP2016 System Description |
Dian Yu, Xiaoman Pan, Boliang Zhang, Lifu Huang, Di Lu, Spencer Whitehead and Heng Ji |
Proc. Text Analysis Conference (TAC2016) |
| 2016 |
Event Specific Multimodal Pattern Mining for Knowledge Base Construction |
Hongzhi Li, Joe Ellis, Heng Ji and Shih-Fu Chang |
Proc. ACM Multimedia Conference (ACMMM2016) |
| 2016 |
Cross-media Event Extraction and Recommendation |
Di Lu, Clare R. Voss, Fangbo Tao, Xiang Ren, Rachel Guan, Rostyslav Korolov, Tongtao Zhang, Dongang Wang, Hongzhi Li, Taylor Cassidy, Heng Ji, Shih-Fu Chang, Jiawei Han, William Wallace, James Hendler, Mei Si and Lance Kaplan |
Proc. the 2016 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL-HLT 2016) |
| 2016 |
AFET: Automatic Fine-Grained Entity Typing by Hierarchical Partial-Label Embedding |
Xiang Ren, Wenqi He, Meng Qu, Lifu Huang, Heng Ji and Jiawei Han |
Proc. Conference on Empirical Methods in Natural Language Processing (EMNLP2016) |
| 2016 |
On Predicting Social Unrest Using Social Media |
Rostyslav Korolov, Di Lu, Jingjing Wang, Guangyu Zhou, Claire Bonial, Clare Voss, Lance Kaplan, William Wallace, Jiawei Han and Heng Ji |
Proc. IEEE/ACM International Conference on Advances in Social Networks and Mining (ASONAM2016) |
| 2016 |
Building a Fine-Grained Entity Typing System Overnight for a New X (X= Language, Domain, Genre) |
Lifu Huang, Jonathan May, Xiaoman Pan and Heng Ji |
arXiv preprint arXiv:1603.03112 |
| 2016 |
Label Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding |
Xiang Ren, Wenqi He, Meng Qu, Clare R Voss, Heng Ji and Jiawei Han |
Proc. the 22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2016) |
| 2016 |
A Language-Independent Neural Network for Event Detection |
Xiaocheng Feng, Lifu Huang, Duyu Tang, Bing Qin, Heng Ji and Ting Liu |
Proc. the 54th Annual Meeting of the Association for Computational Linguistics (ACL2016) |
| 2016 |
Building a Cross-document Event-Event Relation Corpus |
Yu Hong, Tongtao Zhang, Tim O'Gorman, Sharone Horowit-Hendler, Heng Ji and Martha Palmer |
Proc. ACL2016 Workshop on Linguistic Annotation |
| 2016 |
Primitive Scripts in Southwest China |
Tongtao Zhang, Liming Zhao and Heng Ji |
Technical Report |
| 2016 |
Discovering Concept-level Event Associations from a Text Stream |
Tao Ge, Lei Cui, Heng Ji, Baobao Chang, Zhifang Sui and Ming Zhou |
Proc. Natural Language Processing and Chinese Computing [Best Student Paper Award] |
| 2016 |
Identifying News from Tweets |
Jesse Freitas and Heng Ji |
Proc. EMNLP2016 Workshop on NLP and Computational Social Science |
| 2016 |
Bitext Name Tagging for Annotation Projection |
Dongxu Zhang, Boliang Zhang, Xiaoman Pan, Xiaocheng Feng, Heng Ji and Weiran Xu |
Proc. the 26th International Conference on Computational Linguistics (COLING2016) |
| 2016 |
The Gun Violence Database: A new task and data set for NLP |
Ellie Pavlick, Heng Ji, Xiaoman Pan and Chris Callison-Burch |
Proc. Conference on Empirical Methods in Natural Language Processing (EMNLP2016) |
| 2016 |
Relation Classification via Modeling Augmented Dependency Paths |
Yang Liu, Sujian Li, Furu Wei and Heng Ji |
IEEE/ACM Transactions on Audio, Speech and Language Processing |
| 2016 |
Automatic Entity Recognition and Typing in Massive Text Data |
Xiang Ren, Ahmed El-Kishky, Heng Ji and Jiawei Han |
Proc. ACM International Conference on Management of Data (SIGMOD2016) |
| 2016 |
Cross-genre Event Extraction with Knowledge Enrichment |
Hao Li and Heng Ji |
Proc. the 2016 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL-HLT 2016) |
| 2016 |
A Comparison of Event Representations in DEFT |
Ann Bies, Zhiyi Song, Jeremy Getman, Joe Ellis, Justin Mott, Stephanie Strassel, Martha Palmer, Teruko Mitamura, Marjorie Freedman, Heng Ji and Tim O'Gorman |
Proc. NAACL2016 Workshop on Events: Definition, Detection, Coreference and Representation |
| 2016 |
Entity Typing: A Critical Step for Mining Structures from Massive Unstructured Text |
Xiang Ren, Wenqi He, Ahmed El-Kishky, Clare R. Voss, Heng Ji, Meng Qu and Jiawei Han |
Proc. KDD2016 Workshop on Mining and Learning with Graphs |
| 2016 |
CAMR at SemEval-2016 Task 8: An Extended Transition-based AMR Parser |
Chuan Wang, Sameer Pradhan, Xiaoman Pan, Heng Ji and Nianwen Xue |
Proc. NAACL-HLT 2016 Workshop on Semantic Evaluation (SemEval-2016). [Top 1 System at Shared Task of AMR Parsing] |
| 2016 |
Image-Image Search for Comparable Corpora Construction |
Yu Hong, Liang Yao, Mengyi Liu, Tongtao Zhang, Wenxuan Zhou, Jianmin Yao and Heng Ji |
COLING2016 Workshop on Hybrid Approaches to Translation |
| 2016 |
Expertise in Social Networks: How Do Experts Differ from Other Users? |
Benjamin D. Horne, Dorit Nevo, Jesse Freitas, Heng Ji and Sibel Adali |
Proc. the 10th International Conference on Web and Social Media (ICWSM2016) |
| 2015 |
Overview of TAC-KBP2015 Tri-lingual Entity Discovery and Linking |
Heng Ji, Joel Nothman, Ben Hachey and Radu Florian |
Proc. Text Analysis Conference (TAC2015) |
| 2015 |
Successful Data Mining Methods for NLP |
Jiawei Han, Heng Ji and Yizhou Sun |
Tutorial at the 53rd Annual Meeting of the Association for Computational Linguistics (ACL2015) |
| 2015 |
Unsupervised Entity Linking with Abstract Meaning Representation |
Xiaoman Pan, Taylor Cassidy, Ulf Hermjakob, Heng Ji and Kevin Knight |
Proc. the 2015 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL-HLT 2015) |
| 2015 |
Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles |
Tao Ge, Wenzhe Pei, Heng Ji, Sujian Li, Baobao Chang and Zhifang Sui |
Proc. the 53rd Annual Meeting of the Association for Computational Linguistics (ACL2015) |
| 2015 |
Cross-document Event Coreference Resolution based on Cross-media Features |
Tongtao Zhang, Hongzhi Li, Heng Ji and Shih-Fu Chang |
Proc. Conference on Empirical Methods in Natural Language Processing (EMNLP2015) |
| 2015 |
Context-aware Entity Morph Decoding |
Boliang Zhang, Hongzhao Huang, Xiaoman Pan, Sujian Li, Chin-Yew Lin, Heng Ji, Kevin Knight, Zhen Wen, Yizhou Sun, Jiawei Han and Bulent Yener |
Proc. the 53rd Annual Meeting of the Association for Computational Linguistics (ACL2015) |
| 2015 |
Detecting Deceptive Groups Using Conversations and Network Analysis |
Dian Yu, Yulia Tyshchuk, Heng Ji and William Wallace |
Proc. the 53rd Annual Meeting of the Association for Computational Linguistics (ACL2015) |
| 2015 |
Language and Domain Independent Entity Linking with Quantified Collective Validation |
Han Wang, Jin Guang Zheng, Xiaogang Ma, Peter Fox and Heng Ji |
Proc. Conference on Empirical Methods in Natural Language Processing (EMNLP2015). Best Paper Nomination. |
| 2015 |
ClusType: Effective Entity Recognition and Typing by Relation Phrase-Based Clustering |
Xiang Ren, Ahmed El-Kishky, Chi Wang, Fangbo Tao, Clare R. Voss, Heng Ji and Jiawei Han |
Proc. the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2015) |
| 2015 |
Leveraging Deep Neural Networks and Knowledge Graphs for Entity Disambiguation |
Hongzhao Huang, Larry Heck and H Ji |
arXiv:1504.07678 |
| 2015 |
Knowledge Enrichment for Event Extraction from Tweets |
Hao Li and Heng Ji |
CCICADA Technical Book, Springer |
| 2015 |
RPI_BLENDER TAC-KBP2015 System Description |
Yu Hong, Di Lu, Dian Yu, Xiaoman Pan, Xiaobin Wang, Yadong Chen, Lifu Huang and Heng Ji |
Proc. Text Analysis Conference (TAC2015) |
| 2015 |
Incremental Learning from News Events |
Linmei Hu, Chao Shao, Juanzi Li and Heng Ji |
Knowledge-Based Systems |
| 2015 |
Name-aware Language Model Adaptation and Sparse Features for Statistical Machine Translation |
Wen Wang, Haibo Li and Heng Ji |
Proc. 2015 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU2015) |
| 2015 |
Biography-Dependent Collaborative Entity Archiving for Slot Filling |
Yu Hong, Xiaobin Wang, Yadong Chen, Jian Wang, Tongtao Zhang and Heng Ji |
Proc. Conference on Empirical Methods in Natural Language Processing (EMNLP2015) |
| 2015 |
Name List Only? Target Entity Disambiguation in Short Texts |
Yixin Cao, Juanzi Li, Xiaofei Guo, Shuanhu Bai, Heng Ji and Jie Tang |
Proc. Conference on Empirical Methods in Natural Language Processing (EMNLP2015) |
| 2015 |
One Tense per Scene: Predicting Tense in Chinese Conversations |
Tao Ge, Heng Ji, Baobao Chang and Zhifang Sui |
Proc. the 53rd Annual Meeting of the Association for Computational Linguistics (ACL2015) |
| 2015 |
Seed-based Event Trigger Labeling: How far can event descriptions get us? |
Ofer Bronstein, Ido Dagan, Qi Li, Heng Ji and Anette Frank |
Proc. the 53rd Annual Meeting of the Association for Computational Linguistics (ACL2015) |
| 2015 |
A Dependency-Based Neural Network for Relation Classification |
Yang Liu, Furu Wei, Sujian Li, Heng Ji and Ming Zhou |
Proc. the 53rd Annual Meeting of the Association for Computational Linguistics (ACL2015) |
| 2015 |
Why Read if You can Scan: Scoping Strategy for Biographical Fact Extraction |
Dian Yu, Heng Ji, Sujian Li and Chin-Yew Lin |
Proc. the 2015 Conference of the North American Chapter of the Association for Computational Linguistics – Human Language Technologies (NAACL-HLT 2015) |
| 2015 |
Social Event Extraction: Task, Challenges and Techniques |
Hao Li, Lin Zhao and Heng Ji |
Proc. IEEE/ACM International Conference on Advances in Social Networks and Mining (ASONAM2015) |
| 2015 |
Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations |
Chenguang Wang, Yangqiu Song, Dan Roth, Chi Wang, Jiawei Han, Heng Ji and Ming Zhang |
Proc. International Joint Conference on Artificial Intelligence (IJCAI2015) |
| 2015 |
A Novel Neural Topic Model and Its Supervised Extension |
Ziqiang Cao, Sujian Li, Yang Liu, Wenjie Li and Heng Ji |
Proc. the 29th Conference on Artificial Intelligence (AAAI2015) |
| 2015 |
Modeling Truth Existence in Truth Discovery |
Shi Zhi, Bo Zhao, Wenzhu Tong, Jing Gao, Dian Yu, Heng Ji and Jiawei Han |
Proc. the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2015) |
| 2015 |
FaitCrowd: Fine Grained Truth Discovery for Crowdsourced Data Aggregation |
Fenglong Ma, Yaliang Li, Qi Li, Minghui Qiu, Jing Gao, Shi Zhi, Lu Su, Bo Zhao, Heng Ji and Jiawei Han |
Proc. the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2015) |
| 2015 |
Exploiting Task-Oriented Resources to Learn Word Embeddings for Clinical Abbreviation Expansion |
Yue Liu, Tao Ge, Kusum S. Mathews, Heng Ji and Deborah L. McGuinness |
Proc. ACL2015 BioNLP Workshop |
| 2015 |
Natural Language Processing and Chinese Computing |
Juanzi Li, Heng Ji, Dongyan Zhao, Yansong Feng (Eds) |
Lecture Notes in Computer Science |
| 2015 |
Touring the World Wide Web |
James Hendler, Heng Ji and Mei Si |
ACM Web Science 2015 |
| 2015 |
Knowledge Enrichment for Event Extraction |
Hao Li |
PhD Dissertation. Rensselaer Polytechnic Institute |
| 2015 |
Joint Information Extraction |
Qi Li |
PhD Dissertation. Rensselaer Polytechnic Institute |
| 2015 |
Modeling Heterogeneous Networks for Information Ranking, Enrichment and Resolution on Microblogs |
Hongzhao Huang |
PhD Dissertation. Rensselaer Polytechnic Institute |
| 2015 |
Exploiting Geolocation, User and Temporal Information for Monitoring Natural Hazards on Twitter |
Víctor Fresno, Arkaitz Zubiaga, Heng Ji and Raquel Martínez |
Procesamiento del Lenguaje Natural |
| 2015 |
Deconstructing Intensive Care Unit Triage: Identifying Factors Influencing Admission Decisions Using Natural Language Processing And Semantic Technology |
Yue Liu, Heng Ji, Deborah L. McGuinness and Kusum S. Mathews |
American Journal of Respiratory and Critical Care Medicine, Volume 191 |
| 2015 |
ICU Triage Advisor: Using Natural Language, Machine Learning, and Semantic Technology to Support Critically Ill Patient Throughput |
Kusum S. Mathews, Yue Liu, Heng Ji and Deborah L. McGuinness |
Proc. American Thoracic Society Annual Conference |
| 2014 |
Overview of TAC-KBP2014 Entity Discovery and Linking Tasks |
Heng Ji, Joel Nothman and Ben Hachey |
Proc. Text Analysis Conference (TAC2014) |
| 2014 |
Overview of the English Slot Filling Track at the TAC2014 Knowledge Base Population Evaluation |
Mihai Surdeanu and Heng Ji |
Proc. Text Analysis Conference (TAC2014) |
| 2014 |
Wikification and Beyond: The Challenges of Entity and Concept Grounding |
Dan Roth, Heng Ji, Ming-Wei Chang and Taylor Cassidy |
Wikification and Beyond: The Challenges of Entity and Concept Grounding. Tutorial at the 52nd Annual Meeting of the Association for Computational Linguistics (ACL2014) |
| 2014 |
Constructing Information Networks Using One Single Model |
Qi Li, Heng Ji, Yu Hong and Sujian Li |
Proc. the 2014 Conference on Empirical Methods on Natural Language Processing (EMNLP2014) |
| 2014 |
Incremental Joint Extraction of Entity Mentions and Relations |
Qi Li and Heng Ji |
Proc. the 52nd Annual Meeting of the Association for Computational Linguistics (ACL2014) |
| 2014 |
Be Appropriate and Funny: Automatic Entity Morph Encoding |
Boliang Zhang, Hongzhao Huang, Xiaoman Pan, Heng Ji, Kevin Knight, Zhen Wen, Yizhou Sun, Jiawei Han and Bulent Yener |
Proc. the 52nd Annual Meeting of the Association for Computational Linguistics (ACL2014) |
| 2014 |
How to Speak a Language without Knowing It |
Xing Shi, Kevin Knight and Heng Ji |
Proc. the 52nd Annual Meeting of the Association for Computational Linguistics (ACL2014) |
| 2014 |
Collective Tweet Wikification based on Semi-supervised Graph Regularization |
Hongzhao Huang, Yunbo Cao, Xiaojiang Huang, Heng Ji and Chin-Yew Lin |
Proc. the 52nd Annual Meeting of the Association for Computational Linguistics (ACL2014) |
| 2014 |
Analysis and Refinement of Temporal Relation Aggregation |
Taylor Cassidy and Heng Ji |
Proc. The 25th International Conference on Computational Linguistics (COLING2014) |
| 2014 |
The Wisdom of Minority: Unsupervised Slot Filling Validation based on Multi-dimensional Truth-Finding |
Dian Yu, Hongzhao Huang, Taylor Cassidy, Heng Ji, Chi Wang, Shi Zhi, Jiawei Han, Clare Voss and Malik Magdon-Ismail |
Proc. The 25th International Conference on Computational Linguistics (COLING2014) |
| 2014 |
Entity Linking for Biomedical Literature |
Jin Guang Zheng, Daniel Howsmon, Boliang Zhang, Juergen Hahn, Deborah McGuinness, James Hendler and Heng Ji |
BMC Medical Informatics and Decision Making |
| 2014 |
RPI-Soochow KBP2014 System Description |
Yu Hong, Xiaobin Wang, Yadong Chen, Jian Wang, Tongtao Zhang, Jin Zheng, Dian Yu, Qi Li, Boliang Zhang, Han Wang, Xiaoman Pan, Heng Ji |
Proc. Text Analysis Conference (TAC2014) |
| 2014 |
An Iterative Link-based Method for Mining Parallel Web Pages |
Le Liu, Yu Hong, Jun Lu, Jun Lang, Heng Ji and Jianmin Yao |
Proc. the 2014 Conference on Empirical Methods on Natural Language Processing (EMNLP2014) |
| 2014 |
Joint Learning of Chinese Words, Terms and Keywords |
Ziqiang Cao, Sujian Li and Heng Ji |
Proc. the 2014 Conference on Empirical Methods on Natural Language Processing (EMNLP2014) |
| 2014 |
Evolution of Communities on Twitter and the Role of their Leaders during Emergencies |
Yulia Tyshchuk, Hao Li, Heng Ji and William Wallace |
In R. Missaoui and I. Sarr (Eds.), Social Network Analysis - Community Detection and Evolution. New York: Springer |
| 2014 |
The Nature of Communications and Emerging Communities on Twitter following the 2013 Syria Sarin Gas Attack |
Yulia Tyshchuk, William Wallace, Hao Li, Heng Ji and Sue Kase |
Proc. 2014 IEEE Joint Intelligence and Security Informatics Conference (IEEE JISIC2014) |
| 2014 |
Temporal Information Extraction and Knowledge Base Population |
Taylor Cassidy |
PhD Dissertation. City University of New York |
| 2014 |
Cross-media Cross-genre Information Ranking based on Multi-media Information Networks |
Tongtao Zhang, Haibo Li, Hongzhao Huang, Heng Ji, Min-Hsuan Tsai, Shen-Fu Tsai and Thomas Huang |
Proc. COLING2014 Workshop on Vision and Language |
| 2014 |
Two-Stage Hashing for Fast Document Retrieval |
Hao Li, Wei Liu and Heng Ji |
Proc. the 52nd Annual Meeting of the Association for Computational Linguistics (ACL2014) |
| 2014 |
Exploring and Inferring User-User Pseudo-Friendship for Sentiment Analysis with Heterogeneous Networks |
Hongbo Deng, Jiawei Han, Hao Li, Heng Ji, Hongning Wang and Yue Lu |
Invited Paper for Statistical Analysis and Data Mining Journal |
| 2014 |
NewsNetExplorer: Automatic Construction and Exploration of News Information Networks |
Fangbo Tao, Jiawei Han, Heng Ji, George Brova,Chi Wang, Ahmed El-Kishky, Jialu Liu, Xiang Ren, Yizhou Sun |
Proc. ACM Int. Conf. on Management of Data (SIGMOD'14) |
| 2014 |
Comparison of the Impact of Word Segmentation on Name Tagging for Chinese and Japanese |
Haibo Li, Masato Hagiwara, Qi Li and Heng Ji |
Proc. LREC2014 |
| 2013 |
Joint Event Extraction via Structured Prediction with Global Features. |
Qi Li, Heng Ji and Liang Huang |
Proc. the 51st Annual Meeting of the Association for Computational Linguistics (ACL2013) |
| 2013 |
Resolving Entity Morphs in Censored Data |
Hongzhao Huang, Zhen Wen, Dian Yu, Heng Ji, Yizhou Sun, Jiawei Han and He Li |
Proc. the 51st Annual Meeting of the Association for Computational Linguistics (ACL2013) |
| 2013 |
Name-aware Machine Translation |
Haibo Li, Jing Zheng, Heng Ji, Qi Li and Wen Wang |
Proc. the 51st Annual Meeting of the Association for Computational Linguistics (ACL2013) |
| 2013 |
Tackling Representation, Annotation and Classification Challenges for Temporal Knowledge Base Population |
Heng Ji, Taylor Cassidy, Qi Li and Suzanne Tamang |
Journal of Knowledge and Information Systems, August 2013 |
| 2013 |
RPI-BLENDER TAC-KBP2013 Knowledge Base Population System Description |
Dian Yu, Haibo Li, Taylor Cassidy, Qi Li, Hongzhao Huang, Zheng Chen, Heng Ji,Yaozhong Zhang and Dan Roth |
Proc. Text Analysis Conference (TAC2013) |
| 2013 |
Linking Tweets to News: A Framework to Enrich Online Short Text Data |
Weiwei Guo, Hao Li, Heng Ji and Mona Diab |
Proc. the 51st Annual Meeting of the Association for Computational Linguistics (ACL2013) |
| 2013 |
Evolution of Communties on Twitter and the Role of their Leaders during Emergencies |
Yulia Tyshchuk, Hao Li, Heng Ji and William Wallace |
Proc. The 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM2013) |
| 2013 |
Constructing Topical Hierarchies in Heterogeneous Information Networks |
Chi Wang, Marina Danilevsky, Jialu Liu, Nihit Desai, Heng Ji and Jiawei Han |
Proc. IEEE International Conference on Data Mining (ICDM2013). "Best of ICDM2013" paper selected by Knowledge and Information Systems |
| 2013 |
Exploring and Inferring User-User Pseudo-Friendship for Sentiment Analysis with Heterogeneous Networks |
Hongbo Deng, Jiawei Han, Hao Li, Heng Ji, Hongning Wang and Yue Lu |
Proc. SIAM International Conference on Data Mining (SDM2013). Selected as Statistical Analysis and Data Mining Special Issue of "Best of SDM 2013" |
| 2013 |
Constructing Topical Hierarchies in Heterogeneous Information Networks |
Chi Wang, Marina Danilevsky, Jialu Liu, Nihit Desai, Heng Ji and Jiawei Han |
Invited Paper for Knowledge and Information Systems |
| 2013 |
Tweet, but Verify: Epistemic Study of Information Verification on Twitter |
Arkaitz Zubiaga and Heng Ji |
Social Network Analysis and Mining |
| 2013 |
Clustering Methods for Temporal Data. |
Suzanne Tamang |
PhD Dissertation. City University of New York |
| 2013 |
Harnessing Folksnomies to Produce a Social Classification of Resources |
Arkaitz Zubiaga, Victor Fresno, Raquel Martinez and Alberto Perez Garcia-Plaza |
IEEE Transactions on Knowledge and Data Engineering, Vol. 5, No. 8, pp. 1801-1813 |
| 2013 |
EventCube: Multi-Dimensional Search and Mining of Structured and Text Data |
Fangbo Tao, Kin Hou Lei, Jiawei Han, Chengxiang Zhai, Xiao Cheng, Marina Danielevsky, Nihit Desai, Bolin Ding, Jing Ge, Heng Ji, Rucha Kanade, Anne Kao, Qi Li, Yanen Li, Cindy Xide Lin, Jialiu Liu, Nikunj Oza, Ashok Srivastava, Rod Tjoelker, Chi Wang, Duo Zhang, Bo Zhao |
Proc. the 19th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2013) (demo) |
| 2013 |
Newspaper Editors vs the Crowd: On the Appropriateness of Front Page News Selection |
Arkaitz Zubiaga |
Proc. WWW 2013 Workshop on Social News on the Web (SNOW 2013) |
| 2013 |
Harnessing Web Page Directories for Large-Scale Classification of Tweets |
Arkaitz Zubiaga and Heng Ji |
Proc. WWW2013 |
| 2013 |
Curating and Contextualizing Twitter Stories to Assist with Social Newsgathering |
Arkaitz Zubiaga, Heng Ji and Kevin Knight |
Proc. International Conference on Intelligent User Interfaces (IUI2013) |
| 2012 |
Expanding Microblog Context to Enhance Disambiguation to Wikipedia |
Taylor Cassidy, Heng Ji, Hongzhao Huang, Lev-Arie Ratinov, Arkaitz Zubiaga |
Proc. 24th International Conference on Computational Linguistics (COLING2012) |
| 2012 |
Tweet Ranking based on Heterogeneous Networks |
Hongzhao Huang, Arkaitz Zubiaga, Heng Ji, Hongbo Deng, Dong Wang, Hieu Khac Le, Tarek Abdelzaher, Jiawei Han, Alice Leung, John Hancock and Clare Voss |
Proc. 24th International Conference on Computational Linguistics (COLING2012) |
| 2012 |
CUNY_BLENDER TAC-KBP2012 Entity Linking System and Slot Filling Validation System |
Suzanne Tamang, Zheng Chen and Heng Ji |
Proc. Text Analytics Conference (TAC2012) |
| 2012 |
Combining Social Cognitive Theories with Linguistic Features for Multi-genre Sentiment Analysis |
Hao Li, Yu Chen, Heng Ji, Smaranda Muresan and Dequan Zheng |
Proc. PACLIC2012 (the best paper nomination) |
| 2012 |
Joint Bilingual Name Tagging for Parallel Corpora |
Qi Li, Haibo Li, Heng Ji, Wen Wang, Jing Zheng, Fei Huang |
Proc. CIKM2012 |
| 2012 |
Temporal Information Extraction and Shallow Temporal Reasoning |
Dan Roth, Heng Ji, Taylor Cassidy, Quang Do |
Conference Tutorial: the 24th International Conference on Computational Linguistics (COLING2012) |
| 2012 |
Information Extraction: Techniques, Advances and Challenges |
Heng Ji |
American Chapter of the Association for Computational Linguistics (NAACL) Summer School |
| 2012 |
Analysis and Refinement of Cross-lingual Entity Linking |
Taylor Cassidy, Heng Ji, Hongbo Deng, Jing Zheng and Jiawei Han |
Proc. CLEF2012 |
| 2012 |
Linguistic Motivations for Anchoring Facts in Time (Survey) |
Taylor Cassidy |
Technical Report |
| 2012 |
Literature Survey: Domain Adaptation Algorithms for Natural Language Processing |
Qi Li |
Technical Report |
| 2012 |
Uncertainty Reduction for Knowledge Discovery and Information Extraction on WWW |
Heng Ji, Hongbo Deng and Jiawei Han |
Invited Paper for IEEE Special Issue on Web-Scale Multimedia Processing and Applications (published during Centennial Year Celebration of IEEE Proceedings) |
| 2012 |
Relabeling Distantly Supervised Training Data for Temporal Knowledge Base Population |
Suzanne Tamang and Heng Ji |
Proc. NAACL-HLT 2012 Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction |
| 2012 |
Hey, it's Trending! Let's Update that Wikipedia Article! |
Arkaitz Zubiaga, Taylor Cassidy and Heng Ji |
Wikimania2012 |
| 2012 |
Free-form Text Summarization in Social Sensing |
Hongzhao Huang, Sam Anzaroot, Heng Ji, Hieu Khac Le and Tarek Abdelzaher |
Proc. ACM/IEEE Conference on Information Processing in Sensor Networks (IPSN2012) |
| 2012 |
Linguistic Resources for Entity Linking Evaluation: from Mono-lingual to Cross-lingual |
Xuansong Li, Stephanie M. Strassel, Heng Ji, Kira Griffitt and Joe Ellis |
Proc. LREC2012 |
| 2012 |
Rich Annotation Guided Learning |
Xiang Li, Heng Ji, Faisal Farooq, Hao Li, Wen-Pin Lin and Shipeng Yu |
Invited Paper for International Journal On Advances in Intelligent Systems, v 5 n 3&4 2012 |
| 2012 |
Combining Flat and Structured Approaches for Temporal Slot Filling or: How Much to Compress? |
Qi Li, Javier Artiles, Taylor Cassidy and Heng Ji |
Lecture Notes in Computer Science, 2012, Volume 7182/2012, 194-205 |
| 2012 |
Learning Hierarchical Relationships among Partially Ordered Objects with Heterogeneous Attributes and Links |
Chi Wang, Jiawei Han, Qi Li, Xiang Li, Wen-Pin Lin and Heng Ji |
Proc. 2012 SIAM International Conference on Data Mining |
| 2012 |
Collaborative Ranking and Collaborative Clustering |
Zheng Chen |
PhD Dissertation. City University of New York |
| 2011 |
An Overview of the TAC2011 Knowledge Base Population Track |
Heng Ji, Ralph Grishman and Hoa Trang Dang |
Proc. Text Analysis Conference (TAC2011) |
| 2011 |
CUNY-UIUC-SRI TAC-KBP2011 Entity Linking System Description |
Taylor Cassidy, Zheng Chen, Javier Artiles, Heng Ji, Hongbo Deng, Lev-Arie Ratinov, Jing Zheng, Jiawei Han and Dan Roth |
Proc. Text Analytics Conference (TAC2011) |
| 2011 |
CUNY_BLENDER TAC-KBP2011 Temporal Slot Filling System Description |
Javier Artiles, Qi Li, Taylor Cassidy, Suzanne Tamang and Heng Ji |
Proc. Text Analytics Conference (TAC2011) |
| 2011 |
Adding Smarter Systems Instead of Human Annotators: Re-ranking for Slot Filling System Combination |
Suzanne Tamang and Heng Ji |
Proc. CIKM2011 Workshop on Search & Mining Entity-Relationship data |
| 2011 |
Exploiting Background Information Networks to Enhance Bilingual Event Extraction Through Topic Modeling |
Hao Li, Heng Ji, Hongbo Deng and Jiawei Han |
Proc. International Conference on Advances in Information Mining and Management (IMMM2011) |
| 2011 |
Comment-guided Learning: Bridging the Knowledge Gap between Expert Assessor and Feature Engineer |
Xiang Li, Wen-Pin Lin and Heng Ji |
Proc. International Conference on Advances in Information Mining and Management (IMMM2011) |
| 2011 |
Joint Inference for Cross-document Information Extraction |
Qi Li, Sam Anzaroot, Wen-Pin Lin, Xiang Li and Heng Ji |
Proc. 20th ACM Conference on Information and Knowledge Management (CIKM2011) |
| 2011 |
An Evaluation Framework for Aggregated Temporal Information Extraction |
Enrique Amigó, Javier Artiles, Qi Li and Heng Ji |
Proc. SIGIR2011 Workshop on Entity-Oriented Search |
| 2011 |
Unsupervised Language-Independent Name Translation Mining from Wikipedia Infoboxes |
Wen-Pin Lin, Matthew Snover and Heng Ji |
Proc. EMNLP2011 Workshop on Unsupervised Learning for NLP |
| 2011 |
Collaborative Ranking: A Case Study on Entity Linking |
Zheng Chen and Heng Ji |
Proc. EMNLP2011 |
| 2011 |
Cross-lingual Slot Filling from Comparable Corpora |
Matthew Snover, Xiang Li, Wen-Pin Lin, Zheng Chen, Suzanne Tamang, Mingmin Ge, Adam Lee, Qi Li, Hao Li, Sam Anzaroot, Heng Ji |
Proc. ACL2011 Worshop on Building and Using Comparable Corpora |
| 2011 |
A Toolkit for Knowledge Base Population |
Zheng Chen, Suzanne Tamang, Adam Lee and Heng Ji |
Proc. SIGIR2011 |
| 2011 |
Knowledge Base Population: Successful Approaches and Challenges |
Heng Ji and Ralph Grishman |
Proc. ACL2011 |
| 2011 |
Exploring Context and Content Links in Social Media: A Latent Space Method |
Guo-Jun Qi, Charu Aggarwal, Qi Tian, Heng Ji, Thomas Huang |
IEEE Transactions on Pattern Analysis and Machine Intelligence |
| 2011 |
Information Network Construction and Alignment from Automatically Acquired Comparable Corpora |
Heng Ji, Adam Lee and Wen-Pin Lin |
Invited book chapter for Building and Using Comparable Corpora. Springer |
| 2011 |
Open-domain Multi-document Summarization via Information Extraction: Challenges and Prospects |
Heng Ji, Benoit Favre, Wen-Pin Lin, Dan Gillick, Dilek Hakkani-Tur and Ralph Grishman |
Invited book chapter for Multi-source, Multilingual Information Extraction and Summarisation Volume of "Theory and Applications of Natural Language Processing". Springer |
| 2010 |
An Overview of the TAC2010 Knowledge Base Population Track |
Heng Ji, Ralph Grishman, Hoa Trang Dang, Kira Griffitt and Joe Ellis |
Proc. Text Analytics Conference (TAC2010) |
| 2010 |
WePS-3 Evaluation Campaign: Overview of the On-line Reputation Management Task |
Enrique Amigó, Javier Artiles, Julio Gonzalo, Damiano Spina, Bing Liu, and Adolfo Corujo |
Proc. Conference on Multilingual and Multimodal Information Access Evaluation (CLEF2010) |
| 2010 |
WePS-3 Evaluation Campaign: Overview of the Web People Search Clustering and Attribute Extraction Task |
Javier Artiles, Andrew Borthwick, Julio Gonzalo, Satoshi Sekine, and Enrique Enrique Amigó |
Proc. Conference on Multilingual and Multimodal Information Access Evaluation (CLEF 2010) |
| 2010 |
One Sense per Context Cluster: Improving Word Sense Disambiguation Using Web-Scale Phrase Clustering |
Heng Ji |
Proc. IUCS 2010 |
| 2010 |
CUNY-BLENDER TAC-KBP2010 Entity Linking and Slot Filling System Description |
Zheng Chen, Suzanne Tamang, Adam Lee, Xiang Li, Wen-Pin Lin, Javier Artiles, Matthew Snover, Marissa Passantino and Heng Ji |
Proc. Text Analytics Conference (TAC2010) |
| 2010 |
Top-down and Bottom-up: A Combined Approach to Slot Filling |
Zheng Chen, Suzanne Tamang, Adam Lee, Xiang Li, Marissa Passantino and Heng Ji |
Lecture Notes in Computer Science, Volume 6458, pp. 300-309 |
| 2010 |
Re-ranking Summaries based on Cross-document Information Extraction |
Heng Ji, Juan Liu, Benoit Favre, Dan Gillick and Dilek Hakkani-Tur |
Lecture Notes in Computer Science. [Nominated as the Best Paper for the Sixth Asia Information Retrieval Societies Conference], Volume 6458, pp. 432-442 |
| 2010 |
Domain-Independent Novel Event Discovery and Semi-Automatic Event Annotation |
Hao Li, Xiang Li, Heng Ji and Yuval Marton |
Proc. PACLIC 2010 |
| 2010 |
Automatic Cloze Generation based on Cross-document Information Extraction |
Wen-Pin Lin and Heng Ji |
Proc. Asian Conference on Education |
| 2010 |
Unsupervised Acquisition of Lexical Knowledge from N-grams |
Dekang Lin, Ken Church, Heng Ji, Satoshi Sekine, David Yarowsky, Shane Bergsma, Kailash Patil, Emily Pitler, Rachel Lathbury, Vikram Rao, Kapil Dalwani and Sushant Narsale |
Final Report for JHU CLSP workshop |
| 2010 |
Enhancing Multi-lingual Information Extraction via Cross-Media Inference and Fusion |
Adam Lee, Marissa Passantino, Heng Ji, Guojun Qi and Thomas Huang |
Proc. COLING 2010, pp. 630-638 |
| 2010 |
Challenges from Information Extraction to Information Fusion |
Heng Ji |
Proc. COLING 2010, pp. 507-515 |
| 2010 |
Graph-based Clustering for Computational Linguistics: A Survey |
Zheng Chen and Heng Ji |
Proc. ACL 2010 TextGraphs5 |
| 2010 |
Annotating Event Chains for Carbon Sequestration Literature |
Heng Ji, Xiang Li, Angelo Lucia and Jianting Zhang |
Proc. LREC 2010 |
| 2010 |
New Data, Tags and Tools for Web-Scale N-grams |
Dekang Lin, Ken Church, Heng Ji, Satoshi Sekine, David Yarowsky, Shane Bergsma, Kailash Patil, Emily Pitler, Rachel Lathbury, Vikram Rao, Kapil Dalwani and Sushant Narsale |
Proc. LREC 2010 |
| 2010 |
Utility Evaluation of Cross-document Information Extraction |
Heng Ji, Zheng Chen, Jonathan Feldman, Antonio Gonzalez, Ralph Grishman and Vivek Upadhyay |
Proc. NAACL/HLT 2010, pp. 285-288 |
| 2009 |
Speech Segmentation and Its Impact on Spoken Document Processing |
Mari Ostendorf, Benoit Favre, Ralph Grishman, Dilek Hakkani-Tur, Mary Harper, Dustin Hillard, Julia B. Hirschberg, Heng Ji, Jeremy G Kahn, Yang Liu, Evgeny Matusov, Hermann Ney, Andrew Rosenberg, Elizabeth Shriberg, Wen Wang, Chuck Wooters |
Handbook of Natural Language Processing and Machine Translation: DARPA Global Autonomous Language Exploitation. Springer |
| 2009 |
Name Extraction and Translation for Distillation |
Heng Ji, Ralph Grishman, Dayne Freitag, Matthias Blume, John Wang, Shahram Khadivi, Richard Zens and Hermann Ney |
Handbook of Natural Language Processing and Machine Translation: DARPA Global Autonomous Language Exploitation. Springer |
| 2009 |
Collaborative Entity Extraction and Translation. Invited book chapter for Recent Advances in Natural Language Processing |
Heng Ji and Ralph Grishman |
John Bernjamins Publishers (Amsterdam & Philadelphia) |
| 2009 |
Graph-based Clustering and Its Application in Coreference Resolution |
Zheng Chen |
Technical Report |
| 2009 |
Cross-lingual Predicate Cluster Acquisition to Improve Bilingual Event Extraction by Inductive Learning |
Heng Ji |
Proc. 4th Annual Machine Learning Symposium. New York Academy of Sciences |
| 2009 |
Gender and Animacy Knowledge Discovery from Web-Scale N-Grams for Unsupervised Person Mention Detection |
Heng Ji and Dekang Lin |
Proc. PACLIC 2009 |
| 2009 |
A Pairwise Coreference Model, Feature Impact and Evaluation for Event Coreference Resolution |
Zheng Chen, Heng Ji and Robert Harallick |
Proc. RANLP 2009 workshop on Events in Emerging Text Types |
| 2009 |
Cross-document Event Extraction and Tracking: Task, Evaluation, Techniques and Challenges |
Heng Ji, Ralph Grishman, Zheng Chen and Prashant Gupta |
Proc. Recent Advances in Natural Language Processing 2009 |
| 2009 |
Transducing Logical Relations from Automatic and Manual Annotation |
Adam Meyers, Michiko Kosaka, Heng Ji, Nianwen Xue, Mary Harper, Ang Sun, Wei Xu and Shasha Liao |
Proc. ACL-IJCNLP 2009 workshop on Linguistic Annotation |
| 2009 |
Mining Name Translations from Comparable Corpora by Creating Bilingual Information Networks |
Heng Ji |
Proc. ACL-IJCNLP 2009 workshop on Building and Using Comparable Corpora (BUCC 2009): from parallel to non-parallel corpora |
| 2009 |
Predicting Unknown Time Arguments based on Cross-event propagation |
Prashant Gupta and Heng Ji |
Proc. ACL-IJCNLP 2009 |
| 2009 |
Graph-based Event Coreference Resolution |
Zheng Chen and Heng Ji |
Proc. ACL-IJCNLP 2009 workshop on TextGraphs-4: Graph-based Methods for Natural Language Processing |
| 2009 |
Who, What, When, Where, Why? Comparing Multiple Approaches to the Cross-Lingual 5W Task |
Kristen Parton, Kathleen R. McKeown, Robert Coyne, Mona T. Diab, Ralph Grishman, Dilek Hakkani-T¨¹r, Mary Harper, Heng Ji, Wei Yun Ma, Adam Meyers, Sara Stolbach, Ang Sun, Gokhan Tur, Wei Xu and Sibel Yaman |
Proc. ACL-IJCNLP 2009 |
| 2009 |
Unsupervised Cross-lingual Predicate Cluster Acquisition to Improve Bi-lingual Event Extraction |
Heng Ji |
Proc. HLT-NAACL 2009 Workshop on Unsupervised and Minimally Supervised Learning of Lexical Semantics. Boulder, Co |
| 2009 |
Automatic Recognition of Logical Relations for English, Chinese and Japanese |
Adam Meyers, Michiko Kosaka, Nianwen Xue, Heng Ji, Ang Sun, Shasha Liao and Wei Xu |
Proc. HLT-NAACL 2009 Workshop on SEW-2009 - Semantic Evaluations: Recent Achievements and Future Directions. Boulder, Co |
| 2009 |
Can One Language Bootstrap the Other: A Case Study on Event Extraction |
Zheng Chen and Heng Ji |
Proc. HLT-NAACL 2009 Workshop on Semi-supervised Learning for Natural Language Processing. Boulder, Co |
| 2009 |
Cross-document Temporal and Spatial Person Tracking System Demonstration |
Heng Ji and Zheng Chen |
Proc. HLT-NAACL 2009. Boulder, Co |
| 2009 |
Language Specific Issue and Feature Exploration in Chinese Event Extraction |
Zheng Chen and Heng Ji |
Proc. HLT-NAACL 2009. Boulder, Co |
| 2008 |
Phonetic Name Matching For Cross-lingual Spoken Sentence Retrieval |
Heng Ji, Ralph Grishman and Wen Wang |
Proc. IEEE-ACL SLT08 |
| 2008 |
A Study of Using an Out-Of-Box Commercial MT System for Query Translation in CLIR |
Dan Wu, Daqing He, Heng Ji and Ralph Grishman |
The 2nd International ACM Workshop on Improving Non-English Web Searching (iNEWS08) |
| 2008 |
The Effects of High Quality Translations of Named Entities in Cross-Language Information Exploration |
Dan Wu, Daqing He, Heng Ji and Ralph Grishman |
IEEE Natural Language Processing and Knowledge Engineering (IEEE-NLPKE2008) |
| 2008 |
Chapter "Information Extraction" for Encyclopedia of Database Systems |
Heng Ji |
Springer Science+Business Media |
| 2008 |
Refining Event Extraction Through Unsupervised Cross-document Inference |
Heng Ji and Ralph Grishman |
In Proceedings of the Annual Meeting of the Association of Computational Linguistics (ACL 2008).Ohio, USA |
| 2008 |
Punctuating Speech for Information Extraction |
Benoit Favre, Ralph Grishman, Dustin Hillard, Heng Ji, Dilek Hakkani-Tur and Mari Ostendorf |
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008), Las Vegas, Nevada, USA |
| 2008 |
Speech Segmentation and Spoken Document Processing |
Mari Ostendorf, Benoit Favre, Ralph Grishman, Dilek Hakkani-Tur, Mary Harper, Dustin Hillard, Julia B. Hirschberg, Heng Ji, Jeremy G Kahn, Yang Liu, Evgeny Matusov, Hermann Ney, Andrew Rosenberg, Elizabeth Shriberg, Wen Wang, Chuck Wooters |
IEEE Signal Processing Magazine |
| 2007 |
Improving Information Extraction and Translation Using Component Interactions |
Heng Ji |
PhD Dissertation. New York University |
| 2007 |
Using Information Extraction to Improve Cross-lingual Document Retrieval |
Dilek Hakkani-Tur, Heng Ji and Ralph Grishman |
Proc. RANLP workshop on Multi-source, Multilingual Information Extraction and Summarization |
| 2007 |
Collaborative Entity Extraction and Translation |
Heng Ji and Ralph Grishman |
Proc. International Conference on Recent Advances in Natural Language Processing 2007. Borovets, Bulgaria. Sept 2007 |
| 2007 |
NYU-Fair Isaac-RWTH Chinese to English Entity Translation 07 System |
Heng Ji, Matthias Blume, Dayne Freitag, Ralph Grishman, Shahram Khadivi and Richard Zens |
NIST ET 2007 PI/Evaluation Workshop. Washington, USA |
| 2006 |
Impact of Automatic Comma Prediction on POS/Name Tagging of Speech |
Dustin Hillard, Zhongqiang Huang, Heng Ji, Ralph Grishman, Dilek Hakkani-Tur, Mary Harper, Mari Ostendorf, Wen Wang |
In Proceedings of IEEE/ACL 06 Workshop on Spoken Language Technology, Aruba; and accepted by GALE Y2 PI Meeting |
| 2006 |
Data Selection in Semi-supervised Learning for Name Tagging |
Heng Ji and Ralph Grishman |
In Proceedings of COLING/ACL 06 Workshop on Information Extraction Beyond Document, Sydney, Australia |
| 2006 |
Analysis and Repair of Name Tagger Errors |
Heng Ji and Ralph Grishman |
In Proceedings of COLING/ACL 06, Sydney, Australia |
| 2006 |
Re-Ranking Algorithms for Name Tagging |
Heng Ji, Cynthia Rudin and Ralph Grishman |
In Proceedings of HLT/NAACL 06 Workshop on Computationally Hard Problems and Joint Inference in Speech and Language Processing, New York, NY, USA |
| 2005 |
NYU's Chinese ACE 2005 EDR System Description |
Heng Ji, Adam Meyers and Ralph Grishman |
ACE05 PI/Evaluation Workshop. Washington, USA |
| 2005 |
Using Semantic Relations to Refine Coreference Decisions |
Heng Ji, David Westbrook and Ralph Grishman |
In Proceedings of HLT/EMNLP 05, Vancouver, B.C., Canada |
| 2005 |
Improving Name Tagging by Reference Resolution and Relation Detection |
Heng Ji and Ralph Grishman |
In Proceedings of ACL 05, Ann Arbor, USA |
| 2004 |
Applying Coreference to Improve Name Recognition |
Heng Ji and Ralph Grishman |
In Proceedings of the ACL 04 Workshop on Reference Resolution and its Applications, Barcelona, Spain |
| 2003 |
An English Text Summarization System based on Semantic Hierarchy Trees |
Min Wan, Zhensheng Luo and Heng Ji |
Advances in Computation of Oriental Languages--Proceedings of the 20th International Conference on Computer Processing of Oriental Languages |
| 2003 |
Research on Automatic Summarization Based on Concept Counting and Semantic Hierarchy Analysis |
Heng Ji, Zhensheng Luo, Min Wan and Xiaoyun Gao |
Journal of Chinese Information Processing. Volume 17, Section 2, 2003. pp. 14-20 |
| 2002 |
Summarization Based on Concept Counting and Hierarchy Analysis |
Heng Ji, Zhensheng Luo, Min Wan and Xiaoyun Gao |
In Proceedings of 2002 IEEE Symposium on Natural Language Processing and Knowledge Engineering (NLPKE02), Hammmet, Tunisia |
| 2002 |
Using WordNet to Improve Summarization |
Min Wan, Zhensheng Luo and Heng Ji |
Journal of Computer Engineering and Application, 2002; 38(24): pp.7-9 |
| 2001 |
A Chinese Name Identifying System Based on Inverse Name Frequency Model and Rules |
Heng Ji and Zhensheng Luo |
In Proceedings of 2001 IEEE Symposium on Natural Language Processing and Knowledge Engineering (NLPKE01), Arizona, USA |
| 2001 |
PEELNAME - Probability Distribution and Rules based Name tagging |
Heng Ji and Zhensheng Luo |
Journal of Applied Linguistics. Feb. 2001, Vol. 1 |
| 2001 |
Incremental Language Modeling for Chinese Names |
Heng Ji and Zhensheng Luo |
Proc. of the 6th National Computaional Linguistics Association Academic Conference. Taiyuan, China |
| 2001 |
Design and Implementation of Corpus for Zhang-Taiyan Literatures |
Heng Ji |
Proc. of Academic Conference about Zhang-Taiyan Literatures. Hangzhou, China |
| 1999 |
The Ranking Based Evaluation of a Chinese Search Engine |
Heng Ji and Xing Li |
Journal of Computer Applications. November 1999, Vol. 4 |