Heng Ji
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
342
Venues
29
Active years
2005–2026
Best venue rank
A*
Where they publish
- A*ACL100 papers
- A*EMNLP82 papers
- ANAACL18 papers
- BCOLING16 papers
- A*ICLR11 papers
- AEACL10 papers
- A*KDD10 papers
- A*ICML9 papers
- ACIKM6 papers
- A*AAAI6 papers
- BLREC6 papers
- A*CVPR5 papers
- A*IJCAI3 papers
- BINLG2 papers
- BIJCNLP2 papers
- A*ICCV1 paper
- A*ECCV1 paper
- AMMSys1 paper
- BCoNLL1 paper
- BICMI1 paper
- AICDCS1 paper
- AInterspeech1 paper
- AICWSM1 paper
- CASRU1 paper
- CISI1 paper
- A*ICDM1 paper
- AIUI1 paper
- CCICLING1 paper
- MulticonferenceICASSP1 paper
Papers
Showing the 300 most recent indexed papers.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | TT-SI: Self-Improving LLM Agents with Test-Time Training. | Emre Can Acikgoz, Cheng Qian, Heng Ji, Dilek Hakkani-Tr, Gokhan Tur |
| 2026 | ACL | EMCompress: Video-LLMs with Endomorphic Multimodal Compression. | Zheyu Fan, Jiateng Liu, Yuji Zhang, Zihan Wang, Yi R. Fung, Manling Li, Heng Ji |
| 2026 | ACL | MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Knowledge Poisoning Attacks. | Hyeonjeong Ha, Qiusi Zhan, Jeonghwan Kim, Dimitrios Bralios, Saikrishna Sanniboina, Nanyun Peng, Kai-Wei Chang, Daniel Kang, Heng Ji |
| 2026 | ACL | Veri-R1: Toward Precise and Faithful Claim Verification via Online Reinforcement Learning. | Qi He, Cheng Qian, Xiusi Chen, Bingxiang He, Yi R. Fung, Heng Ji |
| 2026 | ACL | PEARL: Self-Evolving Assistant for Time Management with Reinforcement Learning. | Bingxuan Li, Jeonghwan Kim, Cheng Qian, Xiusi Chen, Eitan Anzenberg, Niran Kundapur, Heng Ji |
| 2026 | ACL | Analyzing and Internalizing Complex Policy Documents for LLM Agents. | Jiateng Liu, Zhenhailong Wang, Xiaojiang Huang, Yingjie Li, Xiang Li, Chenlei Guo, Xing Fan, Ruhi Sarikaya, Heng Ji |
| 2026 | ACL | From Word to World: Can Large Language Models be Implicit Text-based World Models? | Yixia Li, Hongru Wang, Jiahao Qiu, Zhenfei Yin, Dongdong Zhang, Cheng Qian, Zeping Li, Xiaoteng Ma, Guanhua Chen, Heng Ji |
| 2026 | ACL | Current Agents Fail to Leverage World Model as Tool for Foresight. | Cheng Qian, Emre Can Acikgoz, Bingxuan Li, Xiusi Chen, Yuji Zhang, Bingxiang He, Qinyu Luo, Gokhan Tur, Dilek Hakkani-Tr, Yunzhu Li, Heng Ji |
| 2026 | ACL | Health-ORSC-Bench: A Benchmark for Measuring Over-Refusal and Safety Completion in Health Context. | Zhihao Zhang, Liting Huang, Guanghao Wu, Preslav Nakov, Heng Ji, Usman Naseem |
| 2026 | ACL | Copyright Detective: A Forensic System to Evidence LLMs Flickering Copyright Leakage Risks. | Guangwei Zhang, Jianing Zhu, Cheng Qian, Neil Zhenqiang Gong, Rada Mihalcea, Zhaozhuo Xu, Jingrui He, Jiaqi W. Ma, Chaowei Xiao, Bo Li, Ahmed Abbasi, Dongwon Lee, Heng Ji, Denghui Zhang |
| 2026 | EACL | Compositional Reasoning via Joint Image and Language Decomposition. | Dwip Dalal, Madhav Kanda, Zhenhailong Wang, Heng Ji, Unnat Jain |
| 2026 | EACL | Beyond Sample-Level Feedback: Using Reference-Level Feedback to Guide Data Synthesis. | Shuhaib Mehri, Xiusi Chen, Heng Ji, Dilek Hakkani-Tr |
| 2025 | ACL | The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination. | Yuji Zhang, Sha Li, Cheng Qian, Jiateng Liu, Pengfei Yu, Chi Han, Yi R. Fung, Kathleen McKeown, ChengXiang Zhai, Manling Li, Heng Ji |
| 2025 | ACL | SMART: Self-Aware Agent for Tool Overuse Mitigation. | Cheng Qian, Emre Can Acikgoz, Hongru Wang, Xiusi Chen, Avirup Sil, Dilek Hakkani-Tr, Gokhan Tur, Heng Ji |
| 2025 | ACL | EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents. | Cheng Qian, Peixuan Han, Qinyu Luo, Bingxiang He, Xiusi Chen, Yuji Zhang, Hongyi Du, Jiarui Yao, Xiaocheng Yang, Denghui Zhang, Yunzhu Li, Heng Ji |
| 2025 | ACL | SYNTHIA: Novel Concept Design with Affordance Composition. | Hyeonjeong Ha, Xiaomeng Jin, Jeonghwan Kim, Jiateng Liu, Zhenhailong Wang, Khanh Duy Nguyen, Ansel Blume, Nanyun Peng, Kai-Wei Chang, Heng Ji |
| 2025 | ACL | Computation Mechanism Behind LLM Position Generalization. | Chi Han, Heng Ji |
| 2025 | ACL | Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks. | Jiayi He, Hehai Lin, Qingyun Wang, Yi R. Fung, Heng Ji |
| 2025 | ACL | Entailment-Preserving First-order Logic Representations in Natural Language Entailment. | Jinu Lee, Qi Liu, Runzhi Ma, Vincent Han, Ziqi Wang, Heng Ji, Julia Hockenmaier |
| 2025 | ACL | Beyond Reactive Safety: Risk-Aware LLM Alignment via Long-Horizon Simulation. | Chenkai Sun, Denghui Zhang, ChengXiang Zhai, Heng Ji |
| 2025 | ACL | Model Extrapolation Expedites Alignment. | Chujie Zheng, Ziqi Wang, Heng Ji, Minlie Huang, Nanyun Peng |
| 2025 | ACL | MultiAgentBench : Evaluating the Collaboration and Competition of LLM agents. | Kunlun Zhu, Hongyi Du, Zhaochen Hong, Xiaocheng Yang, Shuyi Guo, Zhe Wang, Zhenhailong Wang, Cheng Qian, Robert Tang, Heng Ji, Jiaxuan You |
| 2025 | COLING | ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media. | Kung-Hsiang Huang, Hou Pong Chan, Kathleen McKeown, Heng Ji |
| 2025 | COLING | PropaInsight: Toward Deeper Understanding of Propaganda in Terms of Techniques, Appeals, and Intent. | Jiateng Liu, Lin Ai, Zizhou Liu, Payam Karisani, Zheng Hui, Yi Fung, Preslav Nakov, Julia Hirschberg, Heng Ji |
| 2025 | COLING | Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement. | Chenkai Sun, Ke Yang, Revanth Gangi Reddy, Yi Ren Fung, Hou Pong Chan, Kevin Small, ChengXiang Zhai, Heng Ji |
| 2025 | COLING | Aligning LLMs with Individual Preferences via Interaction. | Shujin Wu, Yi R. Fung, Cheng Qian, Jeonghwan Kim, Dilek Hakkani-Tur, Heng Ji |
| 2025 | CVPR | Search and Detect: Training-Free Long Tail Object Detection via Web-Image Retrieval. | Mankeerat Sidhu, Hetarth Chopra, Ansel Blume, Jeonghwan Kim, Revanth Gangi Reddy, Heng Ji |
| 2025 | EMNLP | DecisionFlow: Advancing Large Language Model as Principled Decision Maker. | Xiusi Chen, Shanyong Wang, Cheng Qian, Hongru Wang, Peixuan Han, Heng Ji |
| 2025 | EMNLP | Can Language Models Follow Multiple Turns of Entangled Instructions? | Chi Han, Xin Liu, Haodong Wang, Shiyang Li, Jingfeng Yang, Haoming Jiang, Zhengyang Wang, Qingyu Yin, Liang Qiu, Changlong Yu, Yifan Gao, Zheng Li, Bing Yin, Jingbo Shang, Heng Ji |
| 2025 | EMNLP | SafeSwitch: Steering Unsafe LLM Behavior via Internal Activation Signals. | Peixuan Han, Cheng Qian, Xiusi Chen, Yuji Zhang, Heng Ji, Denghui Zhang |
| 2025 | EMNLP | ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges. | Cheng Qian, Hongyi Du, Hongru Wang, Xiusi Chen, Yuji Zhang, Avirup Sil, ChengXiang Zhai, Kathleen McKeown, Heng Ji |
| 2025 | EMNLP | Rescorla-Wagner Steering of LLMs for Undesired Behaviors over Disproportionate Inappropriate Context. | Rushi Wang, Jiateng Liu, Cheng Qian, Yifan Shen, Yanzhou Pan, Zhaozhuo Xu, Ahmed Abbasi, Heng Ji, Denghui Zhang |
| 2025 | EMNLP | LORE: Continual Logit Rewriting Fosters Faithful Generation. | Charles Yu, Qingyun Wang, Yuting Hu, Jinjun Xiong, Heng Ji |
| 2025 | ICCV | Verbalized Representation Learning for Interpretable Few-Shot Generalization. | Cheng-Fu Yang, Da Yin, Wenbo Hu, Heng Ji, Nanyun Peng, Bolei Zhou, Kai-Wei Chang |
| 2025 | ICLR | Fragment and Geometry Aware Tokenization of Molecules for Structure-Based Drug Design Using Language Models. | Cong Fu, Xiner Li, Blake Olson, Heng Ji, Shuiwang Ji |
| 2025 | ICLR | CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking. | Tarun Suresh, Revanth Gangi Reddy, Yifei Xu, Zach Nussbaum, Andriy Mulyar, Brandon Duderstadt, Heng Ji |
| 2025 | ICLR | Eliminating Position Bias of Language Models: A Mechanistic Approach. | Ziqi Wang, Hanlin Zhang, Xiner Li, Kuan-Hao Huang, Chi Han, Shuiwang Ji, Sham M. Kakade, Hao Peng, Heng Ji |
| 2025 | ICML | EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents. | Rui Yang, Hanyang Chen, Junyu Zhang, Mark Zhao, Cheng Qian, Kangrui Wang, Qineng Wang, Teja Venkat Koripella, Marziyeh Movahedi, Manling Li, Heng Ji, Huan Zhang, Tong Zhang |
| 2025 | ICML | Contrastive Visual Data Augmentation. | Yu Zhou, Bingxuan Li, Mohan Tang, Xiaomeng Jin, Te-Lin Wu, Kuan-Hao Huang, Heng Ji, Kai-Wei Chang, Nanyun Peng |
| 2025 | ICML | SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering. | Xuehang Guo, Xingyao Wang, Yangyi Chen, Sha Li, Chi Han, Manling Li, Heng Ji |
| 2025 | ICML | Geometry Informed Tokenization of Molecules for Language Model Generation. | Xiner Li, Limei Wang, Youzhi Luo, Carl Edwards, Shurui Gui, Yuchao Lin, Heng Ji, Shuiwang Ji |
| 2025 | ICML | Training Software Engineering Agents and Verifiers with SWE-Gym. | Jiayi Pan, Xingyao Wang, Graham Neubig, Navdeep Jaitly, Heng Ji, Alane Suhr, Yizhe Zhang |
| 2025 | IJCAI | Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework. | Yuting Hu, Dancheng Liu, Qingyun Wang, Charles Yu, Chenhui Xu, Qingxiao Zheng, Heng Ji, Jinjun Xiong |
| 2024 | ACL | SciMON: Scientific Inspiration Machines Optimized for Novelty. | Qingyun Wang, Doug Downey, Heng Ji, Tom Hope |
| 2024 | ACL | Word Embeddings Are Steers for Language Models. | Chi Han, Jialiang Xu, Manling Li, Yi Fung, Chenkai Sun, Nan Jiang, Tarek F. Abdelzaher, Heng Ji |
| 2024 | ACL | TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction. | Kuan-Hao Huang, I-Hung Hsu, Tanmay Parekh, Zhiyu Xie, Zixuan Zhang, Prem Natarajan, Kai-Wei Chang, Nanyun Peng, Heng Ji |
| 2024 | ACL | Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning. | Kung-Hsiang Huang, Mingyang Zhou, Hou Pong Chan, Yi Fung, Zhenhailong Wang, Lingyu Zhang, Shih-Fu Chang, Heng Ji |
| 2024 | ACL | Text2DB: Integration-Aware Information Extraction with Large Language Model Agents. | Yizhu Jiao, Sha Li, Sizhe Zhou, Heng Ji, Jiawei Han |
| 2024 | ACL | ActionIE: Action Extraction from Scientific Literature with Programming Languages. | Xianrui Zhong, Yufeng Du, Siru Ouyang, Ming Zhong, Tingfeng Luo, Qirong Ho, Hao Peng, Heng Ji, Jiawei Han |
| 2024 | CIKM | GLaD: Synergizing Molecular Graphs and Language Descriptors for Enhanced Power Conversion Efficiency Prediction in Organic Photovoltaic Devices. | Thao Nguyen, Tiara Torres-Flores, Changhyun Hwang, Carl Edwards, Ying Diao, Heng Ji |
| 2024 | COLING | Agenda-Driven Question Generation: A Case Study in the Courtroom Domain. | Yi Ren Fung, Anoop Kumar, Aram Galstyan, Heng Ji, Prem Natarajan |
| 2024 | COLING | Schema-based Data Augmentation for Event Extraction. | Xiaomeng Jin, Heng Ji |
| 2024 | CVPR | DRESS : Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback. | Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran |
| 2024 | EACL | Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction. | Qingyun Wang, Zixuan Zhang, Hongxiang Li, Xuan Liu, Jiawei Han, Huimin Zhao, Heng Ji |
| 2024 | EMNLP | Training-free Deep Concept Injection Enables Language Models for Video Question Answering. | Xudong Lin, Manling Li, Richard S. Zemel, Heng Ji, Shih-Fu Chang |
| 2024 | EMNLP | Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models. | Jeonghwan Kim, Heng Ji |
| 2024 | EMNLP | Mitigating the Alignment Tax of RLHF. | Yong Lin, Hangyu Lin, Wei Xiong, Shizhe Diao, Jianmeng Liu, Jipeng Zhang, Rui Pan, Haoxiang Wang, Wenbin Hu, Hanning Zhang, Hanze Dong, Renjie Pi, Han Zhao, Nan Jiang, Heng Ji, Yuan Yao, Tong Zhang |
| 2024 | EMNLP | Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play. | Sha Li, Revanth Gangi Reddy, Khanh Duy Nguyen, Qingyun Wang, Yi Fung, Chi Han, Jiawei Han, Kartik Natarajan, Clare R. Voss, Heng Ji |
| 2024 | EMNLP | EVEDIT: Event-based Knowledge Editing for Deterministic Knowledge Propagation. | Jiateng Liu, Pengfei Yu, Yuji Zhang, Sha Li, Zixuan Zhang, Ruhi Sarikaya, Kevin Small, Heng Ji |
| 2024 | EMNLP | Why Does New Knowledge Create Messy Ripple Effects in LLMs? | Jiaxin Qin, Zixuan Zhang, Chi Han, Pengfei Yu, Manling Li, Heng Ji |
| 2024 | EMNLP | AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings. | Revanth Gangi Reddy, Omar Attia, Yunyao Li, Heng Ji, Saloni Potdar |
| 2024 | EMNLP | FIRST: Faster Improved Listwise Reranking with Single Token Decoding. | Revanth Gangi Reddy, JaeHyeok Doo, Yifei Xu, Md. Arafat Sultan, Deevya Swain, Avirup Sil, Heng Ji |
| 2024 | EMNLP | MIMIR: A Customizable Agent Tuning Platform for Enhanced Scientific Applications. | Xiangru Tang, Chunyuan Deng, Hanming Wang, Haoran Wang, Yilun Zhao, Wenqi Shi, May Fung, Wangchunshu Zhou, Jiannan Cao, Heng Ji, Arman Cohan, Mark Gerstein |
| 2024 | EMNLP | MACAROON: Training Vision-Language Models To Be Your Engaged Partners. | Shujin Wu, Yi Fung, Sha Li, Yixin Wan, Kai-Wei Chang, Heng Ji |
| 2024 | ICLR | MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback. | Xingyao Wang, Zihan Wang, Jiateng Liu, Yangyi Chen, Lifan Yuan, Hao Peng, Heng Ji |
| 2024 | ICLR | Enabling Lanuguage Models to Implicitly Learn Self-Improvement. | Ziqi Wang, Le Hou, Tianjian Lu, Yuexin Wu, Yunxuan Li, Hongkun Yu, Heng Ji |
| 2024 | ICLR | CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets. | Lifan Yuan, Yangyi Chen, Xingyao Wang, Yi Fung, Hao Peng, Heng Ji |
| 2024 | ICML | Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-constraint. | Wei Xiong, Hanze Dong, Chenlu Ye, Ziqi Wang, Han Zhong, Heng Ji, Nan Jiang, Tong Zhang |
| 2024 | ICML | Position: TrustLLM: Trustworthiness in Large Language Models. | Yue Huang, Lichao Sun, Haoran Wang, Siyuan Wu, Qihui Zhang, Yuan Li, Chujie Gao, Yixin Huang, Wenhan Lyu, Yixuan Zhang, Xiner Li, Hanchi Sun, Zhengliang Liu, Yixin Liu, Yijue Wang, Zhikun Zhang, Bertie Vidgen, Bhavya Kailkhura, Caiming Xiong, Chaowei Xiao, Chunyuan Li, Eric P. Xing, Furong Huang, Hao Liu, Heng Ji, Hongyi Wang, Huan Zhang, Huaxiu Yao, Manolis Kellis, Marinka Zitnik, Meng Jiang, Mohit Bansal, James Zou, Jian Pei, Jian Liu, Jianfeng Gao, Jiawei Han, Jieyu Zhao, Jiliang Tang, Jindong Wang, Joaquin Vanschoren, John C. Mitchell, Kai Shu, Kaidi Xu, Kai-Wei Chang, Lifang He, Lifu Huang, Michael Backes, Neil Zhenqiang Gong, Philip S. Yu, Pin-Yu Chen, Quanquan Gu, Ran Xu, Rex Ying, Shuiwang Ji, Suman Jana, Tianlong Chen, Tianming Liu, Tianyi Zhou, William Wang, Xiang Li, Xiangliang Zhang, Xiao Wang, Xing Xie, Xun Chen, Xuyu Wang, Yan Liu, Yanfang Ye, Yinzhi Cao, Yong Chen, Yue Zhao |
| 2024 | ICML | CHEMREASONER: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback. | Henry W. Sprueill, Carl Edwards, Khushbu Agarwal, Mariefel V. Olarte, Udishnu Sanyal, Conrad Johnston, Hongbin Liu, Heng Ji, Sutanay Choudhury |
| 2024 | ICML | Executable Code Actions Elicit Better LLM Agents. | Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji |
| 2024 | IJCAI | Scientific Opinion Summarization: Paper Meta-review Generation Dataset, Methods, and Evaluation. | Qi Zeng, Mankeerat Sidhu, Ansel Blume, Hou Pong Chan, Lu Wang, Heng Ji |
| 2024 | KDD | Masked LoGoNet: Fast and Accurate 3D Image Analysis for Medical Domain. | Amin Karimi Monsefi, Payam Karisani, Mengxi Zhou, Stacey Choi, Nathan Doble, Heng Ji, Srinivasan Parthasarathy, Rajiv Ramnath |
| 2024 | NAACL | Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models. | Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran |
| 2024 | NAACL | LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models. | Chi Han, Qifan Wang, Hao Peng, Wenhan Xiong, Yu Chen, Heng Ji, Sinong Wang |
| 2024 | NAACL | Fact Checking Beyond Training Set. | Payam Karisani, Heng Ji |
| 2023 | AAAI | SumREN: Summarizing Reported Speech about Events in News. | Revanth Gangi Reddy, Heba Elfardy, Hou Pong Chan, Kevin Small, Heng Ji |
| 2023 | AAAI | Video Event Extraction via Tracking Visual States of Arguments. | Guang Yang, Manling Li, Jiajie Zhang, Xudong Lin, Heng Ji, Shih-Fu Chang |
| 2023 | AAAI | ADEPT: A DEbiasing PrompT Framework. | Ke Yang, Charles Yu, Yi Ren Fung, Manling Li, Heng Ji |
| 2023 | ACL | OpenPI-C: A Better Benchmark and Stronger Baseline for Open-Vocabulary State Tracking. | Xueqing Wu, Sha Li, Heng Ji |
| 2023 | ACL | Code4Struct: Code Generation for Few-Shot Event Structure Prediction. | Xingyao Wang, Sha Li, Heng Ji |
| 2023 | ACL | Multimedia Generative Script Learning for Task Planning. | Qingyun Wang, Manling Li, Hou Pong Chan, Lifu Huang, Julia Hockenmaier, Girish Chowdhary, Heng Ji |
| 2023 | ACL | Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization. | Hou Pong Chan, Qi Zeng, Heng Ji |
| 2023 | ACL | Making Pre-trained Language Models both Task-solvers and Self-calibrators. | Yangyi Chen, Xingyao Wang, Heng Ji |
| 2023 | ACL | From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework. | Yangyi Chen, Hongcheng Gao, Ganqu Cui, Lifan Yuan, Dehan Kong, Hanlu Wu, Ning Shi, Bo Yuan, Longtao Huang, Hui Xue, Zhiyuan Liu, Maosong Sun, Heng Ji |
| 2023 | ACL | A Close Look into the Calibration of Pre-trained Language Models. | Yangyi Chen, Lifan Yuan, Ganqu Cui, Zhiyuan Liu, Heng Ji |
| 2023 | ACL | Zero-Shot Classification by Logical Reasoning on Natural Language Explanations. | Chi Han, Hengzhi Pei, Xinya Du, Heng Ji |
| 2023 | ACL | Zero-shot Faithful Factual Error Correction. | Kung-Hsiang Huang, Hou Pong Chan, Heng Ji |
| 2023 | ACL | Faking Fake News for Real Fake News Detection: Propaganda-Loaded Training Data Generation. | Kung-Hsiang Huang, Kathleen R. McKeown, Preslav Nakov, Yejin Choi, Heng Ji |
| 2023 | ACL | A Language-First Approach for Procedure Planning. | Jiateng Liu, Sha Li, Zhenhailong Wang, Manling Li, Heng Ji |
| 2023 | ACL | Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification. | Sha Li, Ruining Zhao, Manling Li, Heng Ji, Chris Callison-Burch, Jiawei Han |
| 2023 | ACL | Social-Group-Agnostic Bias Mitigation via the Stereotype Content Model. | Ali Omrani, Alireza Salkhordeh Ziabari, Charles Yu, Preni Golazizian, Brendan Kennedy, Mohammad Atari, Heng Ji, Morteza Dehghani |
| 2023 | ACL | Measuring the Effect of Influential Messages on Varying Personas. | Chenkai Sun, Jinning Li, Hou Pong Chan, ChengXiang Zhai, Heng Ji |
| 2023 | ACL | Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks. | Zhenhailong Wang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen, Heng Ji |
| 2023 | ACL | Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning. | Zhenrui Yue, Huimin Zeng, Mengfei Lan, Heng Ji, Dong Wang |
| 2023 | ACL | Unlearning Bias in Language Models by Partitioning Gradients. | Charles Yu, Sullam Jeoung, Anish Kasi, Pengfei Yu, Heng Ji |
| 2023 | ACL | Human-in-the-loop Schema Induction. | Tianyi Zhang, Isaac Tham, Zhaoyi Hou, Jiaxuan Ren, Leon Zhou, Hainiu Xu, Li Zhang, Lara J. Martin, Rotem Dror, Sha Li, Heng Ji, Martha Palmer, Susan Windisch Brown, Reece Suchocki, Chris Callison-Burch |
| 2023 | ACL | Enhanced Chart Understanding via Visual Language Pre-training on Plot Table Pairs. | Mingyang Zhou, Yi Ren Fung, Long Chen, Christopher Thomas, Heng Ji, Shih-Fu Chang |
| 2023 | ACL | Non-Sequential Graph Script Induction via Multimedia Grounding. | Yu Zhou, Sha Li, Manling Li, Xudong Lin, Shih-Fu Chang, Mohit Bansal, Heng Ji |
| 2023 | CVPR | 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, Shih-Fu Chang |
| 2023 | EACL | Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention. | Carl Edwards, Heng Ji |
| 2023 | EACL | DeepMaven: Deep Question Answering on Long-Distance Movie/TV Show Videos with Multimedia Knowledge Extraction and Synthesis. | Yi Fung, Han Wang, Tong Wang, Ali Kebarighotbi, Mohit Bansal, Heng Ji, Prem Natarajan |
| 2023 | EACL | External Knowledge Acquisition for End-to-End Document-Oriented Dialog Systems. | Tuan Manh Lai, Giuseppe Castellucci, Saar Kuzi, Heng Ji, Oleg Rokhlenko |
| 2023 | EACL | Incorporating Task-Specific Concept Knowledge into Script Learning. | Chenkai Sun, Tie Xu, Chengxiang Zhai, Heng Ji |
| 2023 | EACL | Shorten the Long Tail for Rare Entity and Event Extraction. | Pengfei Yu, Heng Ji |
| 2023 | EACL | Bridging the Gap between Native Text and Translated Text through Adversarial Learning: A Case Study on Cross-Lingual Event Extraction. | Pengfei Yu, Jonathan May, Heng Ji |
| 2023 | EACL | Enhancing Multi-Document Summarization with Cross-Document Graph-based Information Extraction. | Zixuan Zhang, Heba Elfardy, Markus Dreyer, Kevin Small, Heng Ji, Mohit Bansal |
| 2023 | EMNLP | NORMSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly. | Yi Fung, Tuhin Chakrabarty, Hao Guo, Owen Rambow, Smaranda Muresan, Heng Ji |
| 2023 | EMNLP | Improving Consistency for Text Summarization with Energy Functions. | Qi Zeng, Qingyu Yin, Zheng Li, Yifan Gao, Sreyashi Nag, Zhengyang Wang, Bing Yin, Heng Ji, Chao Zhang |
| 2023 | EMNLP | Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data. | Ming Zhong, Siru Ouyang, Yizhu Jiao, Priyanka Kargupta, Leo Luo, Yanzhen Shen, Bobby Zhou, Xianrui Zhong, Xuan Liu, Hongxiang Li, Jinfeng Xiao, Minhao Jiang, Vivian Hu, Xuan Wang, Heng Ji, Martin D. Burke, Huimin Zhao, Jiawei Han |
| 2023 | EMNLP | Generative Models for Product Attribute Extraction. | Ansel Blume, Nasser Zalmout, Heng Ji, Xian Li |
| 2023 | EMNLP | ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation. | Yangyi Chen, Xingyao Wang, Manling Li, Derek Hoiem, Heng Ji |
| 2023 | EMNLP | Instruct and Extract: Instruction Tuning for On-Demand Information Extraction. | Yizhu Jiao, Ming Zhong, Sha Li, Ruining Zhao, Siru Ouyang, Heng Ji, Jiawei Han |
| 2023 | EMNLP | Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions. | Xiaomeng Jin, Bhanukiran Vinzamuri, Sriram Venkatapathy, Heng Ji, Pradeep Natarajan |
| 2023 | EMNLP | Defining a New NLP Playground. | Sha Li, Chi Han, Pengfei Yu, Carl Edwards, Manling Li, Xingyao Wang, Yi Ren Fung, Charles Yu, Joel R. Tetreault, Eduard H. Hovy, Heng Ji |
| 2023 | EMNLP | GLEN: General-Purpose Event Detection for Thousands of Types. | Sha Li, Qiusi Zhan, Kathryn Conger, Martha Palmer, Heng Ji, Jiawei Han |
| 2023 | EMNLP | RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor. | Khanh Duy Nguyen, Zixuan Zhang, Reece Suchocki, Sha Li, Martha Palmer, Susan Windisch Brown, Jiawei Han, Heng Ji |
| 2023 | EMNLP | The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions. | Siru Ouyang, Shuohang Wang, Yang Liu, Ming Zhong, Yizhu Jiao, Dan Iter, Reid Pryzant, Chenguang Zhu, Heng Ji, Jiawei Han |
| 2023 | EMNLP | CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models. | Cheng Qian, Chi Han, Yi Ren Fung, Yujia Qin, Zhiyuan Liu, Heng Ji |
| 2023 | EMNLP | Social Commonsense-Guided Search Query Generation for Open-Domain Knowledge-Powered Conversations. | Revanth Gangi Reddy, Hao Bai, Wentao Yao, Sharath Chandra Etagi Suresh, Heng Ji, ChengXiang Zhai |
| 2023 | EMNLP | Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models. | Sumuk Shashidhar, Abhinav Chinta, Vaibhav Sahai, Zhenhailong Wang, Heng Ji |
| 2023 | EMNLP | Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design. | Henry Sprueill, Carl Edwards, Mariefel V. Olarte, Udishnu Sanyal, Heng Ji, Sutanay Choudhury |
| 2023 | EMNLP | Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting. | Chenkai Sun, Jinning Li, Yi Ren Fung, Hou Pong Chan, Tarek F. Abdelzaher, ChengXiang Zhai, Heng Ji |
| 2023 | ICLR | 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 |
| 2023 | ICLR | Learning to Decompose Visual Features with Latent Textual Prompts. | Feng Wang, Manling Li, Xudong Lin, Hairong Lv, Alexander G. Schwing, Heng Ji |
| 2023 | ICLR | Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning. | Chi Han, Qizheng He, Charles Yu, Xinya Du, Hanghang Tong, Heng Ji |
| 2022 | AAAI | MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding. | Revanth Gangi Reddy, Xilin Rui, Manling Li, Xudong Lin, Haoyang Wen, Jaemin Cho, Lifu Huang, Mohit Bansal, Avirup Sil, Shih-Fu Chang, Alexander G. Schwing, Heng Ji |
| 2022 | AAAI | Open Vocabulary Electroencephalography-to-Text Decoding and Zero-Shot Sentiment Classification. | Zhenhailong Wang, Heng Ji |
| 2022 | ACL | Dynamic Global Memory for Document-level Argument Extraction. | Xinya Du, Sha Li, Heng Ji |
| 2022 | ACL | Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking. | Tuan Manh Lai, Heng Ji, ChengXiang Zhai |
| 2022 | ACL | COVID-19 Claim Radar: A Structured Claim Extraction and Tracking System. | Manling Li, Revanth Gangi Reddy, Ziqi Wang, Yi-Shyuan Chiang, Tuan Manh Lai, Pengfei Yu, Zixuan Zhang, Heng Ji |
| 2022 | COLING | CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval. | Kung-Hsiang Huang, ChengXiang Zhai, Heng Ji |
| 2022 | COLING | A Zero-Shot Claim Detection Framework Using Question Answering. | Revanth Gangi Reddy, Sai Chetan Chinthakindi, Yi R. Fung, Kevin Small, Heng Ji |
| 2022 | COLING | Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning. | Revanth Gangi Reddy, Vikas Yadav, Md. Arafat Sultan, Martin Franz, Vittorio Castelli, Heng Ji, Avirup Sil |
| 2022 | CVPR | 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, Shih-Fu Chang |
| 2022 | EMNLP | Weakly-Supervised Temporal Article Grounding. | Long Chen, Yulei Niu, Brian Chen, Xudong Lin, Guangxing Han, Christopher Thomas, Hammad A. Ayyubi, Heng Ji, Shih-Fu Chang |
| 2022 | EMNLP | Retrieval-Augmented Generative Question Answering for Event Argument Extraction. | Xinya Du, Heng Ji |
| 2022 | EMNLP | Translation between Molecules and Natural Language. | Carl Edwards, Tuan Manh Lai, Kevin Ros, Garrett Honke, Kyunghyun Cho, Heng Ji |
| 2022 | EMNLP | Open-Vocabulary Argument Role Prediction For Event Extraction. | Yizhu Jiao, Sha Li, Yiqing Xie, Ming Zhong, Heng Ji, Jiawei Han |
| 2022 | EMNLP | Open Relation and Event Type Discovery with Type Abstraction. | Sha Li, Heng Ji, Jiawei Han |
| 2022 | EMNLP | NewsClaims: A New Benchmark for Claim Detection from News with Attribute Knowledge. | Revanth Gangi Reddy, Sai Chetan Chinthakindi, Zhenhailong Wang, Yi R. Fung, Kathryn Conger, Ahmed Elsayed, Martha Palmer, Preslav Nakov, Eduard H. Hovy, Kevin Small, Heng Ji |
| 2022 | EMNLP | Language Model Pre-Training with Sparse Latent Typing. | Liliang Ren, Zixuan Zhang, Han Wang, Clare R. Voss, ChengXiang Zhai, Heng Ji |
| 2022 | EMNLP | Seeded Hierarchical Clustering for Expert-Crafted Taxonomies. | Anish Saha, Amith Ananthram, Emily Allaway, Heng Ji, Kathleen R. McKeown |
| 2022 | EMNLP | 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, Dawn Song |
| 2022 | EMNLP | 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, Jiawei Han |
| 2022 | ICLR | Chemical-Reaction-Aware Molecule Representation Learning. | Hongwei Wang, Weijiang Li, Xiaomeng Jin, Kyunghyun Cho, Heng Ji, Jiawei Han, Martin D. Burke |
| 2022 | ICLR | Cross-Lingual Transfer with Class-Weighted Language-Invariant Representations. | Ruicheng Xian, Heng Ji, Han Zhao |
| 2022 | KDD | New Frontiers of Scientific Text Mining: Tasks, Data, and Tools. | Xuan Wang, Hongwei Wang, Heng Ji, Jiawei Han |
| 2022 | KDD | The Battlefront of Combating Misinformation and Coping with Media Bias. | Yi R. Fung, Kung-Hsiang Huang, Preslav Nakov, Heng Ji |
| 2022 | NAACL | Cross-document Misinformation Detection based on Event Graph Reasoning. | Xueqing Wu, Kung-Hsiang Huang, Yi R. Fung, Heng Ji |
| 2022 | NAACL | Sketching as a Tool for Understanding and Accelerating Self-attention for Long Sequences. | Yifan Chen, Qi Zeng, Dilek Hakkani-Tur, Di Jin, Heng Ji, Yun Yang |
| 2022 | NAACL | Event Schema Induction with Double Graph Autoencoders. | Xiaomeng Jin, Manling Li, Heng Ji |
| 2021 | ACL | 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 R. McKeown, Mohit Bansal, Avi Sil |
| 2021 | ACL | Learning Shared Semantic Space for Speech-to-Text Translation. | Chi Han, Mingxuan Wang, Heng Ji, Lei Li |
| 2021 | ACL | Joint Detection and Coreference Resolution of Entities and Events with Document-level Context Aggregation. | Samuel Kriman, Heng Ji |
| 2021 | ACL | Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference. | Tuan Manh Lai, Heng Ji, ChengXiang Zhai, Quan Hung Tran |
| 2021 | ACL | 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, Jie Zhou |
| 2021 | ACL | HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction. | Liliang Ren, Chenkai Sun, Heng Ji, Julia Hockenmaier |
| 2021 | ACL | Stage-wise Fine-tuning for Graph-to-Text Generation. | Qingyun Wang, Semih Yavuz, Xi Victoria Lin, Heng Ji, Nazneen Fatema Rajani |
| 2021 | ACL | VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension. | Haoyang Wen, Anthony Ferritto, Heng Ji, Radu Florian, Avi Sil |
| 2021 | ACL | Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation. | Zixuan Zhang, Nikolaus Nova Parulian, Heng Ji, Ahmed Elsayed, Skatje Myers, Martha Palmer |
| 2021 | CVPR | Separating Skills and Concepts for Novel Visual Question Answering. | Spencer Whitehead, Hui Wu, Heng Ji, Rogrio Feris, Kate Saenko |
| 2021 | EMNLP | 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, Jiawei Han |
| 2021 | EMNLP | Knowledge-Enriched Natural Language Generation. | Wenhao Yu, Meng Jiang, Zhiting Hu, Qingyun Wang, Heng Ji, Nazneen Rajani |
| 2021 | EMNLP | Joint Multimedia Event Extraction from Video and Article. | Brian Chen, Xudong Lin, Christopher Thomas, Manling Li, Shoya Yoshida, Lovish Chum, Heng Ji, Shih-Fu Chang |
| 2021 | EMNLP | Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries. | Carl Edwards, ChengXiang Zhai, Heng Ji |
| 2021 | EMNLP | BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks. | Tuan Manh Lai, Heng Ji, ChengXiang Zhai |
| 2021 | EMNLP | Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport. | Manling Li, Tengfei Ma, Mo Yu, Lingfei Wu, Tian Gao, Heng Ji, Kathleen R. McKeown |
| 2021 | EMNLP | The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction. | Manling Li, Sha Li, Zhenhailong Wang, Lifu Huang, Kyunghyun Cho, Heng Ji, Jiawei Han, Clare R. Voss |
| 2021 | EMNLP | Corpus-based Open-Domain Event Type Induction. | Jiaming Shen, Yunyi Zhang, Heng Ji, Jiawei Han |
| 2021 | EMNLP | Utilizing Relative Event Time to Enhance Event-Event Temporal Relation Extraction. | Haoyang Wen, Heng Ji |
| 2021 | EMNLP | Lifelong Event Detection with Knowledge Transfer. | Pengfei Yu, Heng Ji, Prem Natarajan |
| 2021 | EMNLP | EventKE: Event-Enhanced Knowledge Graph Embedding. | Zixuan Zhang, Hongwei Wang, Han Zhao, Hanghang Tong, Heng Ji |
| 2021 | KDD | KompaRe: A Knowledge Graph Comparative Reasoning System. | Lihui Liu, Boxin Du, Yi Ren Fung, Heng Ji, Jiejun Xu, Hanghang Tong |
| 2021 | KDD | Neural-Answering Logical Queries on Knowledge Graphs. | Lihui Liu, Boxin Du, Heng Ji, ChengXiang Zhai, Hanghang Tong |
| 2021 | KDD | Deep Learning on Graphs for Natural Language Processing. | Lingfei Wu, Yu Chen, Heng Ji, Bang Liu |
| 2021 | NAACL | Efficient Attentions for Long Document Summarization. | Luyang Huang, Shuyang Cao, Nikolaus Nova Parulian, Heng Ji, Lu Wang |
| 2021 | NAACL | A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution. | Tuan Manh Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang |
| 2021 | NAACL | Document-Level Event Argument Extraction by Conditional Generation. | Sha Li, Heng Ji, Jiawei Han |
| 2020 | ACL | A Joint Neural Model for Information Extraction with Global Features. | Ying Lin, Heng Ji, Fei Huang, Lingfei Wu |
| 2020 | ACL | 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 R. Voss, Daniel Napierski, Marjorie Freedman |
| 2020 | ACL | Cross-media Structured Common Space for Multimedia Event Extraction. | Manling Li, Alireza Zareian, Qi Zeng, Spencer Whitehead, Di Lu, Heng Ji, Shih-Fu Chang |
| 2020 | ECCV | Learning to Learn Words from Visual Scenes. | Ddac Surs, Dave Epstein, Heng Ji, Shih-Fu Chang, Carl Vondrick |
| 2020 | EMNLP | Semi-supervised New Event Type Induction and Event Detection. | Lifu Huang, Heng Ji |
| 2020 | EMNLP | Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding. | Jiaxin Huang, Yu Meng, Fang Guo, Heng Ji, Jiawei Han |
| 2020 | EMNLP | 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, Clare R. Voss |
| 2020 | EMNLP | Text Classification Using Label Names Only: A Language Model Self-Training Approach. | Yu Meng, Yunyi Zhang, Jiaxin Huang, Chenyan Xiong, Heng Ji, Chao Zhang, Jiawei Han |
| 2020 | EMNLP | Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding. | Jiaming Shen, Heng Ji, Jiawei Han |
| 2020 | EMNLP | Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction. | Ranran Haoran Zhang, Qianying Liu, Aysa Xuemo Fan, Heng Ji, Daojian Zeng, Fei Cheng, Daisuke Kawahara, Sadao Kurohashi |
| 2020 | INLG | ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis. | Qingyun Wang, Qi Zeng, Lifu Huang, Kevin Knight, Heng Ji, Nazneen Fatema Rajani |
| 2020 | LREC | Cross-lingual Structure Transfer for Zero-resource Event Extraction. | Di Lu, Ananya Subburathinam, Heng Ji, Jonathan May, Shih-Fu Chang, Avirup Sil, Clare R. Voss |
| 2019 | ACL | Reliability-aware Dynamic Feature Composition for Name Tagging. | Ying Lin, Liyuan Liu, Heng Ji, Dong Yu, Jiawei Han |
| 2019 | ACL | Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting Summarization. | Manling Li, Lingyu Zhang, Heng Ji, Richard J. Radke |
| 2019 | ACL | PaperRobot: Incremental Draft Generation of Scientific Ideas. | Qingyun Wang, Lifu Huang, Zhiying Jiang, Kevin Knight, Heng Ji, Mohit Bansal, Yi Luan |
| 2019 | EMNLP | Low-Resource Name Tagging Learned with Weakly Labeled Data. | Yixin Cao, Zikun Hu, Tat-Seng Chua, Zhiyuan Liu, Heng Ji |
| 2019 | EMNLP | An Attentive Fine-Grained Entity Typing Model with Latent Type Representation. | Ying Lin, Heng Ji |
| 2019 | EMNLP | Cross-lingual Structure Transfer for Relation and Event Extraction. | Ananya Subburathinam, Di Lu, Heng Ji, Jonathan May, Shih-Fu Chang, Avirup Sil, Clare R. Voss |
| 2019 | MMSys | 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 Foucault Welles, Richard J. Radke |
| 2019 | NAACL | A Grounded Unsupervised Universal Part-of-Speech Tagger for Low-Resource Languages. | Ronald Cardenas, Ying Lin, Heng Ji, Jonathan May |
| 2019 | NAACL | Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging. | Lifu Huang, Heng Ji, Jonathan May |
| 2019 | NAACL | Biomedical Event Extraction based on Knowledge-driven Tree-LSTM. | Diya Li, Lifu Huang, Heng Ji, Jiawei Han |
| 2019 | NAACL | Multilingual Entity, Relation, Event and Human Value Extraction. | Manling Li, Ying Lin, Joseph Hoover, Spencer Whitehead, Clare R. Voss, Morteza Dehghani, Heng Ji |
| 2018 | ACL | Zero-Shot Transfer Learning for Event Extraction. | Lifu Huang, Heng Ji, Kyunghyun Cho, Ido Dagan, Sebastian Riedel, Clare R. Voss |
| 2018 | ACL | Visual Attention Model for Name Tagging in Multimodal Social Media. | Di Lu, Leonardo Neves, Vitor Carvalho, Ning Zhang, Heng Ji |
| 2018 | ACL | Platforms for Non-speakers Annotating Names in Any Language. | Ying Lin, Cash Costello, Boliang Zhang, Di Lu, Heng Ji, James Mayfield, Paul McNamee |
| 2018 | ACL | Multi-lingual Entity Discovery and Linking. | Avirup Sil, Heng Ji, Dan Roth, Silviu-Petru Cucerzan |
| 2018 | ACL | A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling. | Ying Lin, Shengqi Yang, Veselin Stoyanov, Heng Ji |
| 2018 | ACL | Paper Abstract Writing through Editing Mechanism. | Qingyun Wang, Zhihao Zhou, Lifu Huang, Spencer Whitehead, Boliang Zhang, Heng Ji, Kevin Knight |
| 2018 | CIKM | 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, Jiawei Han |
| 2018 | CoNLL | Global Attention for Name Tagging. | Boliang Zhang, Spencer Whitehead, Lifu Huang, Heng Ji |
| 2018 | EMNLP | 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, Ming Zhou |
| 2018 | EMNLP | Multi-lingual Common Semantic Space Construction via Cluster-Consistent Word Embedding. | Lifu Huang, Kyunghyun Cho, Boliang Zhang, Heng Ji, Kevin Knight |
| 2018 | EMNLP | Entity-aware Image Caption Generation. | Di Lu, Spencer Whitehead, Lifu Huang, Heng Ji, Shih-Fu Chang |
| 2018 | EMNLP | Genre Separation Network with Adversarial Training for Cross-genre Relation Extraction. | Ge Shi, Chong Feng, Lifu Huang, Boliang Zhang, Heng Ji, Lejian Liao, Heyan Huang |
| 2018 | EMNLP | Incorporating Background Knowledge into Video Description Generation. | Spencer Whitehead, Heng Ji, Mohit Bansal, Shih-Fu Chang, Clare R. Voss |
| 2018 | EMNLP | Visualizing Group Dynamics based on Multiparty Meeting Understanding. | Ni Zhang, Tongtao Zhang, Indrani Bhattacharya, Heng Ji, Richard J. Radke |
| 2018 | ICMI | 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, Richard J. Radke |
| 2018 | INLG | Describing a Knowledge Base. | Qingyun Wang, Xiaoman Pan, Lifu Huang, Boliang Zhang, Zhiying Jiang, Heng Ji, Kevin Knight |
| 2018 | LREC | Error Analysis of Uyghur Name Tagging: Language-specific Techniques and Remaining Challenges. | Halidanmu Abudukelimu, Abudoukelimu Abulizi, Boliang Zhang, Xiaoman Pan, Di Lu, Heng Ji, Yang Liu |
| 2017 | ACL | Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding. | Yixin Cao, Lifu Huang, Heng Ji, Xu Chen, Juanzi Li |
| 2017 | ACL | List-only Entity Linking. | Ying Lin, Chin-Yew Lin, Heng Ji |
| 2017 | ACL | Cross-lingual Name Tagging and Linking for 282 Languages. | Xiaoman Pan, Boliang Zhang, Jonathan May, Joel Nothman, Kevin Knight, Heng Ji |
| 2017 | EMNLP | Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures. | Lifu Huang, Avirup Sil, Heng Ji, Radu Florian |
| 2017 | EMNLP | Heterogeneous Supervision for Relation Extraction: A Representation Learning Approach. | Liyuan Liu, Xiang Ren, Qi Zhu, Shi Zhi, Huan Gui, Heng Ji, Jiawei Han |
| 2017 | EMNLP | Identifying and Tracking Sentiments and Topics from Social Media Texts during Natural Disasters. | Min Yang, Jincheng Mei, Heng Ji, Wei Zhao, Zhou Zhao, Xiaojun Chen |
| 2017 | ICDCS | Expertise-Aware Truth Analysis and Task Allocation in Mobile Crowdsourcing. | Xiaomei Zhang, Yibo Wu, Lifu Huang, Heng Ji, Guohong Cao |
| 2017 | IJCNLP | Open Relation Extraction and Grounding. | Dian Yu, Lifu Huang, Heng Ji |
| 2017 | IJCNLP | Embracing Non-Traditional Linguistic Resources for Low-resource Language Name Tagging. | Boliang Zhang, Di Lu, Xiaoman Pan, Ying Lin, Halidanmu Abudukelimu, Heng Ji, Kevin Knight |
| 2017 | Interspeech | 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 Baskar, Martin Karafit, Luks Burget, Mark Hasegawa-Johnson, Heng Ji, Jonathan May, Kevin Knight, Shrikanth S. Narayanan |
| 2016 | ACL | A Language-Independent Neural Network for Event Detection. | Xiaocheng Feng, Lifu Huang, Duyu Tang, Heng Ji, Bing Qin, Ting Liu |
| 2016 | ACL | Liberal Event Extraction and Event Schema Induction. | Lifu Huang, Taylor Cassidy, Xiaocheng Feng, Heng Ji, Clare R. Voss, Jiawei Han, Avirup Sil |
| 2016 | ACL | A Multi-media Approach to Cross-lingual Entity Knowledge Transfer. | Di Lu, Xiaoman Pan, Nima Pourdamghani, Shih-Fu Chang, Heng Ji, Kevin Knight |
| 2016 | ACL | Unsupervised Person Slot Filling based on Graph Mining. | Dian Yu, Heng Ji |
| 2016 | COLING | Bitext Name Tagging for Cross-lingual Entity Annotation Projection. | Dongxu Zhang, Boliang Zhang, Xiaoman Pan, Xiaocheng Feng, Heng Ji, Weiran Xu |
| 2016 | EMNLP | The Gun Violence Database: A new task and data set for NLP. | Ellie Pavlick, Heng Ji, Xiaoman Pan, Chris Callison-Burch |
| 2016 | EMNLP | AFET: Automatic Fine-Grained Entity Typing by Hierarchical Partial-Label Embedding. | Xiang Ren, Wenqi He, Meng Qu, Lifu Huang, Heng Ji, Jiawei Han |
| 2016 | ICWSM | Expertise in Social Networks: How Do Experts Differ from Other Users? | Benjamin D. Horne, Dorit Nevo, Jesse Freitas, Heng Ji, Sibel Adali |
| 2016 | KDD | Label Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding. | Xiang Ren, Wenqi He, Meng Qu, Clare R. Voss, Heng Ji, Jiawei Han |
| 2016 | NAACL | Cross-genre Event Extraction with Knowledge Enrichment. | Hao Li, Heng Ji |
| 2015 | AAAI | A Novel Neural Topic Model and Its Supervised Extension. | Ziqiang Cao, Sujian Li, Yang Liu, Wenjie Li, Heng Ji |
| 2015 | ACL | Seed-Based Event Trigger Labeling: How far can event descriptions get us? | Ofer Bronstein, Ido Dagan, Qi Li, Heng Ji, Anette Frank |
| 2015 | ACL | One Tense per Scene: Predicting Tense in Chinese Conversations. | Tao Ge, Heng Ji, Baobao Chang, Zhifang Sui |
| 2015 | ACL | Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles. | Tao Ge, Wenzhe Pei, Heng Ji, Sujian Li, Baobao Chang, Zhifang Sui |
| 2015 | ACL | Successful Data Mining Methods for NLP. | Jiawei Han, Heng Ji, Yizhou Sun |
| 2015 | ACL | A Dependency-Based Neural Network for Relation Classification. | Yang Liu, Furu Wei, Sujian Li, Heng Ji, Ming Zhou, Houfeng Wang |
| 2015 | ACL | Detecting Deceptive Groups Using Conversations and Network Analysis. | Dian Yu, Yulia Tyshchuk, Heng Ji, William A. Wallace |
| 2015 | ACL | 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, Blent Yener |
| 2015 | ASRU | Name-aware language model adaptation and sparse features for statistical machine translation. | Wen Wang, Haibo Li, Heng Ji |
| 2015 | EMNLP | Name List Only? Target Entity Disambiguation in Short Texts. | Yixin Cao, Juanzi Li, Xiaofei Guo, Shuanhu Bai, Heng Ji, Jie Tang |
| 2015 | EMNLP | Biography-Dependent Collaborative Entity Archiving for Slot Filling. | Yu Hong, Xiaobin Wang, Yadong Chen, Jian Wang, Tongtao Zhang, Heng Ji |
| 2015 | EMNLP | Language and Domain Independent Entity Linking with Quantified Collective Validation. | Han Wang, Jinguang Zheng, Xiaogang Ma, Peter Fox, Heng Ji |
| 2015 | EMNLP | Cross-document Event Coreference Resolution based on Cross-media Features. | Tongtao Zhang, Hongzhi Li, Heng Ji, Shih-Fu Chang |
| 2015 | IJCAI | Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations. | Chenguang Wang, Yangqiu Song, Dan Roth, Chi Wang, Jiawei Han, Heng Ji, Ming Zhang |
| 2015 | KDD | 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, Jiawei Han |
| 2015 | KDD | Modeling Truth Existence in Truth Discovery. | Shi Zhi, Bo Zhao, Wenzhu Tong, Jing Gao, Dian Yu, Heng Ji, Jiawei Han |
| 2014 | ACL | Collective Tweet Wikification based on Semi-supervised Graph Regularization. | Hongzhao Huang, Yunbo Cao, Xiaojiang Huang, Heng Ji, Chin-Yew Lin |
| 2014 | ACL | Incremental Joint Extraction of Entity Mentions and Relations. | Qi Li, Heng Ji |
| 2014 | ACL | Two-Stage Hashing for Fast Document Retrieval. | Hao Li, Wei Liu, Heng Ji |
| 2014 | ACL | Wikification and Beyond: The Challenges of Entity and Concept Grounding. | Dan Roth, Heng Ji, Ming-Wei Chang, Taylor Cassidy |
| 2014 | ACL | How to Speak a Language without Knowing It. | Xing Shi, Kevin Knight, Heng Ji |
| 2014 | ACL | Be Appropriate and Funny: Automatic Entity Morph Encoding. | Boliang Zhang, Hongzhao Huang, Xiaoman Pan, Heng Ji, Kevin Knight, Zhen Wen, Yizhou Sun, Jiawei Han, Blent Yener |
| 2014 | CIKM | Entity Linking for Biomedical Literature. | Jinguang Zheng, Daniel Howsmon, Boliang Zhang, Juergen Hahn, Deborah L. McGuinness, James A. Hendler, Heng Ji |
| 2014 | COLING | Analysis and Refinement of Temporal Relation Aggregation. | Taylor Cassidy, Heng Ji |
| 2014 | COLING | 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 R. Voss, Malik Magdon-Ismail |
| 2014 | EMNLP | Joint Learning of Chinese Words, Terms and Keywords. | Ziqiang Cao, Sujian Li, Heng Ji |
| 2014 | EMNLP | Constructing Information Networks Using One Single Model. | Qi Li, Heng Ji, Yu Hong, Sujian Li |
| 2014 | EMNLP | An Iterative Link-based Method for Parallel Web Page Mining. | Le Liu, Yu Hong, Jun Lu, Jun Lang, Heng Ji, Jian-Min Yao |
| 2014 | ISI | The Nature of Communications and Emerging Communities on Twitter Following the 2013 Syria Sarin Gas Attacks. | Yulia Tyshchuk, William A. Wallace, Hao Li, Heng Ji, Sue E. Kase |
| 2014 | LREC | Comparison of the Impact of Word Segmentation on Name Tagging for Chinese and Japanese. | Haibo Li, Masato Hagiwara, Qi Li, Heng Ji |
| 2013 | ACL | Linking Tweets to News: A Framework to Enrich Short Text Data in Social Media. | Weiwei Guo, Hao Li, Heng Ji, Mona T. Diab |
| 2013 | ACL | Resolving Entity Morphs in Censored Data. | Hongzhao Huang, Zhen Wen, Dian Yu, Heng Ji, Yizhou Sun, Jiawei Han, He Li |
| 2013 | ACL | Joint Event Extraction via Structured Prediction with Global Features. | Qi Li, Heng Ji, Liang Huang |
| 2013 | ACL | Name-aware Machine Translation. | Haibo Li, Jing Zheng, Heng Ji, Qi Li, Wen Wang |
| 2013 | ICDM | Constructing Topical Hierarchies in Heterogeneous Information Networks. | Chi Wang, Marina Danilevsky, Jialu Liu, Nihit Desai, Heng Ji, Jiawei Han |
| 2013 | IUI | Curating and contextualizing Twitter stories to assist with social newsgathering. | Arkaitz Zubiaga, Heng Ji, Kevin Knight |
| 2013 | KDD | EventCube: multi-dimensional search and mining of structured and text data. | Fangbo Tao, Kin Hou Lei, Jiawei Han, Chengxiang Zhai, Xiao Cheng, Marina Danilevsky, Nihit Desai, Bolin Ding, Jing Ge, Heng Ji, Rucha Kanade, Anne Kao, Qi Li, Yanen Li, Cindy Xide Lin, Jialu Liu, Nikunj C. Oza, Ashok N. Srivastava, Rodney Tjoelker, Chi Wang, Duo Zhang, Bo Zhao |
| 2012 | CICLING | Combining Flat and Structured Approaches for Temporal Slot Filling or: How Much to Compress? | Qi Li, Javier Artiles, Taylor Cassidy, Heng Ji |
| 2012 | CIKM | Joint bilingual name tagging for parallel corpora. | Qi Li, Haibo Li, Heng Ji, Wen Wang, Jing Zheng, Fei Huang |
| 2012 | COLING | Analysis and Enhancement of Wikification for Microblogs with Context Expansion. | Taylor Cassidy, Heng Ji, Lev-Arie Ratinov, Arkaitz Zubiaga, Hongzhao Huang |
| 2012 | COLING | Tweet Ranking Based on Heterogeneous Networks. | Hongzhao Huang, Arkaitz Zubiaga, Heng Ji, Hongbo Deng, Dong Wang, Hieu Khac Le, Tarek F. Abdelzaher, Jiawei Han, Alice Leung, John P. Hancock, Clare R. Voss |
| 2012 | LREC | Linguistic Resources for Entity Linking Evaluation: from Monolingual to Cross-lingual. | Xuansong Li, Stephanie M. Strassel, Heng Ji, Kira Griffitt, Joe Ellis |
| 2011 | ACL | Knowledge Base Population: Successful Approaches and Challenges. | Heng Ji, Ralph Grishman |
| 2011 | CIKM | Joint inference for cross-document information extraction. | Qi Li, Sam Anzaroot, Wen-Pin Lin, Xiang Li, Heng Ji |
| 2011 | EMNLP | Collaborative Ranking: A Case Study on Entity Linking. | Zheng Chen, Heng Ji |
| 2011 | EMNLP | Unsupervised Language-Independent Name Translation Mining from Wikipedia Infoboxes. | Wen-Pin Lin, Matthew G. Snover, Heng Ji |
| 2010 | COLING | Challenges from Information Extraction to Information Fusion. | Heng Ji |
| 2010 | COLING | Enhancing Multi-lingual Information Extraction via Cross-Media Inference and Fusion. | Adam Lee, Marissa Passantino, Heng Ji, Guojun Qi, Thomas S. Huang |
| 2010 | LREC | Annotating Event Chains for Carbon Sequestration Literature. | Heng Ji, Xiang Li, Angelo Lucia, Jianting Zhang |
| 2010 | LREC | New Tools for Web-Scale N-grams. | Dekang Lin, Kenneth Ward Church, Heng Ji, Satoshi Sekine, David Yarowsky, Shane Bergsma, Kailash Patil, Emily Pitler, Rachel Lathbury, Vikram Rao, Kapil Dalwani, Sushant Narsale |
| 2010 | NAACL | Utility Evaluation of Cross-document Information Extraction. | Heng Ji, Zheng Chen, Jonathan Feldman, Antonio Gonzalez, Ralph Grishman, Vivek Upadhyay |
| 2009 | ACL | Predicting Unknown Time Arguments based on Cross-Event Propagation. | Prashant Gupta, Heng Ji |
| 2009 | ACL | Who, What, When, Where, Why? Comparing Multiple Approaches to the Cross-Lingual 5W Task. | Kristen Parton, Kathleen R. McKeown, Bob Coyne, Mona T. Diab, Ralph Grishman, Dilek Hakkani-Tr, Mary P. Harper, Heng Ji, Wei-Yun Ma, Adam Meyers, Sara Stolbach, Ang Sun, Gkhan Tr, Wei Xu, Sibel Yaman |
| 2009 | NAACL | Language Specific Issue and Feature Exploration in Chinese Event Extraction. | Zheng Chen, Heng Ji |
| 2009 | NAACL | Cross-document Temporal and Spatial Person Tracking System Demonstration. | Heng Ji, Zheng Chen |
| 2008 | ACL | Refining Event Extraction through Cross-Document Inference. | Heng Ji, Ralph Grishman |
| 2008 | CIKM | A study of using an out-of-box commercial MT system for query translation in CLIR. | Dan Wu, Daqing He, Heng Ji, Ralph Grishman |
| 2008 | ICASSP | Punctuating speech for information extraction. | Benot Favre, Ralph Grishman, Dustin Hillard, Heng Ji, Dilek Hakkani-Tr, Mari Ostendorf |
| 2006 | ACL | Analysis and Repair of Name Tagger Errors. | Heng Ji, Ralph Grishman |
| 2005 | ACL | Improving Name Tagging by Reference Resolution and Relation Detection. | Heng Ji, Ralph Grishman |
| 2005 | NAACL | Using Semantic Relations to Refine Coreference Decisions. | Heng Ji, David Westbrook, Ralph Grishman |