Heng Ji

89 papers A* 8A 4B 4C 2Journal 33Unranked 29
YearRankTypeTitle / Venue / Authors
2026 J jnl
Decoding the Critique Mechanism in Large Reasoning Models.
CoRR
Hoang Phan, Quang H. Nguyen, Hung T. Q. Le, Xiusi Chen, Heng Ji, Khoa D. Doan
2026 J jnl
Neural Synchrony Between Socially Interacting Language Models.
CoRR
Zhining Zhang, Wentao Zhu, Chi Han, Yizhou Wang, Heng Ji
2026 J jnl
OSExpert: Computer-Use Agents Learning Professional Skills via Exploration.
CoRR
Jiateng Liu, Zhenhailong Wang, Rushi Wang, Bingxuan Li, Jeonghwan Kim, Aditi Tiwari, Pengfei Yu, Denghui Zhang, Heng Ji
2026 J jnl
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey.
Trans. Mach. Learn. Res.
Guibin Zhang, Hejia Geng, Xiaohang Yu, Zhenfei Yin, Zaibin Zhang, Zelin Tan, Heng Zhou, Zhong-Zhi Li, Xiangyuan Xue, Yijiang Li, Yifan Zhou, Yang Chen, Chen Zhang, Yutao Fan, Zihu Wang, Songtao Huang, Francisco Piedrahita Velez, Yue Liao, Hongru Wang, Mengyue Yang, Heng Ji, Jun Wang, Shuicheng Yan, Philip Torr, Lei Bai
2025 — conf
A Knowledge Reasoning Modeling for security vulnerability databases based on Gaussian-SVM hybrid clustering.
GAIIS
Jian Chen, Lei Wang, Jun Jiang, Ruitong Liu, Heng Ji, Yuntao Zhao
2025 J jnl
EBT-Policy: Energy Unlocks Emergent Physical Reasoning Capabilities.
CoRR
Travis Davies, Yiqi Huang, Alexi Gladstone, Yunxin Liu, Xiang Chen, Heng Ji, Huxian Liu, Luhui Hu
2025 J jnl
Fire360: A Benchmark for Robust Perception and Episodic Memory in Degraded 360-Degree Firefighting Videos.
CoRR
Aditi Tiwari, Masoud Farzaneh, Dac Trong Nguyen, Jill Kraft, Heng Ji, Klara Nahrstedt
2025 J jnl
Prioritizing Image-Related Tokens Enhances Vision-Language Pre-Training.
CoRR
Yangyi Chen, Hao Peng, Tong Zhang, Heng Ji
2025 J jnl
REAL: Realism Evaluation of Text-to-Image Generation Models for Effective Data Augmentation.
CoRR
Ran Li, Xiaomeng Jin, Heng Ji
2025 J jnl
Sensitivity Meets Sparsity: The Impact of Extremely Sparse Parameter Patterns on Theory-of-Mind of Large Language Models.
CoRR
Yuheng Wu, Wentao Guo, Zirui Liu, Heng Ji, Zhaozhuo Xu, Denghui Zhang
2025 J jnl
ThematicPlane: Bridging Tacit User Intent and Latent Spaces for Image Generation.
CoRR
Daniel Lee, Nikhil Sharma, Donghoon Shin, Daeun Choi, Harsh Sharma, Jeonghwan Kim, Heng Ji
2025 J jnl
Variational Supervised Contrastive Learning.
CoRR
Ziwen Wang, Jiajun Fan, Thao Nguyen, Heng Ji, Ge Liu
2024 A* conf
CHEMREASONER: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback.
ICML
Henry W. Sprueill, Carl Edwards, Khushbu Agarwal, Mariefel V. Olarte, Udishnu Sanyal, Conrad Johnston, Hongbin Liu, Heng Ji, Sutanay Choudhury
2024 J jnl
ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback.
CoRR
Henry W. Sprueill, Carl Edwards, Khushbu Agarwal, Mariefel V. Olarte, Udishnu Sanyal, Conrad Johnston, Hongbin Liu, Heng Ji, Sutanay Choudhury
2024 — conf
Construction and Application of Emotion Ontology for Narrative Text.
JCDL
Chunying Wang, Heng Ji, Wenying Han
2024 A* conf
DRESS : Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback.
CVPR
Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran
2024 — conf
Fact Checking Beyond Training Set.
NAACL-HLT
Payam Karisani, Heng Ji
2024 J jnl
Fact Checking Beyond Training Set.
CoRR
Payam Karisani, Heng Ji
2024 A* conf
Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models.
EMNLP
Jeonghwan Kim, Heng Ji
2024 J jnl
Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models.
CoRR
Jeonghwan Kim, Heng Ji
2024 — conf
Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models.
NAACL-HLT
Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran
2024 J jnl
MolCap-Arena: A Comprehensive Captioning Benchmark on Language-Enhanced Molecular Property Prediction.
CoRR
Carl Edwards, Ziqing Lu, Ehsan Hajiramezanali, Tommaso Biancalani, Heng Ji, Gabriele Scalia
2024 — conf
Schema-based Data Augmentation for Event Extraction.
LREC/COLING
Xiaomeng Jin, Heng Ji
2024 J jnl
Yi-Lightning Technical Report.
CoRR
Alan Wake, Bei Chen, C. X. Lv, Chao Li, Chengen Huang, Chenglin Cai, Chujie Zheng, Daniel Cooper, Fan Zhou, Feng Hu, Guoyin Wang, Heng Ji, Howard Qiu, Jiangcheng Zhu, Jun Tian, Katherine Su, Lihuan Zhang, Liying Li, Ming Song, Mou Li, Peng Liu, Qicheng Hu, Shawn Wang, Shijun Zhou, Shiming Yang, Shiyong Li, Tianhang Zhu, Wen Xie, Xiang He, Xiaobo Chen, Xiaohui Hu, Xiaoyi Ren, Xinyao Niu, Yanpeng Li, Yongke Zhao, Yongzhen Luo, Yuchi Xu, Yuxuan Sha, Zhaodong Yan, Zhiyuan Liu, Zirui Zhang, Zonghong Dai
2023 — conf
Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions.
EMNLP (Findings)
Xiaomeng Jin, Bhanukiran Vinzamuri, Sriram Venkatapathy, Heng Ji, Pradeep Natarajan
2023 J jnl
DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback.
CoRR
Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran
2023 — conf
Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models.
EMNLP (Findings)
Sumuk Shashidhar, Abhinav Chinta, Vaibhav Sahai, Zhenhailong Wang, Heng Ji
2023 J jnl
Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models.
CoRR
Sumuk Shashidhar, Abhinav Chinta, Vaibhav Sahai, Zhenhailong Wang, Heng Ji
2023 A conf
Enhancing Multi-Document Summarization with Cross-Document Graph-based Information Extraction.
EACL
Zixuan Zhang, Heba Elfardy, Markus Dreyer, Kevin Small, Heng Ji, Mohit Bansal
2023 J jnl
Ensemble Transfer Learning for Multilingual Coreference Resolution.
CoRR
Tuan Manh Lai, Heng Ji
2023 A conf
External Knowledge Acquisition for End-to-End Document-Oriented Dialog Systems.
EACL
Tuan Manh Lai, Giuseppe Castellucci, Saar Kuzi, Heng Ji, Oleg Rokhlenko
2023 — conf
Generative Models for Product Attribute Extraction.
EMNLP (Industry Track)
Ansel Blume, Nasser Zalmout, Heng Ji, Xian Li
2023 J jnl
Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models.
CoRR
Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran
2023 — conf
Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design.
EMNLP (Findings)
Henry Sprueill, Carl Edwards, Mariefel V. Olarte, Udishnu Sanyal, Heng Ji, Sutanay Choudhury
2023 J jnl
Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design.
CoRR
Henry W. Sprueill, Carl Edwards, Mariefel V. Olarte, Udishnu Sanyal, Heng Ji, Sutanay Choudhury
2023 J jnl
Parameter-Efficient Tuning Helps Language Model Alignment.
CoRR
Tianci Xue, Ziqi Wang, Heng Ji
2023 A conf
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention.
EACL
Carl Edwards, Heng Ji
2023 — conf
Social-Group-Agnostic Bias Mitigation via the Stereotype Content Model.
ACL (1)
Ali Omrani, Alireza Salkhordeh Ziabari, Charles Yu, Preni Golazizian, Brendan Kennedy, Mohammad Atari, Heng Ji, Morteza Dehghani
2022 — conf
Dynamic Global Memory for Document-level Argument Extraction.
ACL (1)
Xinya Du, Sha Li, Heng Ji
2022 J jnl
Dynamic Global Memory for Document-level Argument Extraction.
CoRR
Xinya Du, Sha Li, Heng Ji
2022 A* conf
Open Vocabulary Electroencephalography-to-Text Decoding and Zero-Shot Sentiment Classification.
AAAI
Zhenhailong Wang, Heng Ji
2022 A* conf
Retrieval-Augmented Generative Question Answering for Event Argument Extraction.
EMNLP
Xinya Du, Heng Ji
2022 J jnl
Retrieval-Augmented Generative Question Answering for Event Argument Extraction.
CoRR
Xinya Du, Heng Ji
2022 J jnl
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention.
CoRR
Carl Edwards, Heng Ji
2022 J jnl
Translation between Molecules and Natural Language.
CoRR
Carl Edwards, Tuan Manh Lai, Kevin Ros, Garrett Honke, Heng Ji
2021 — conf
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution.
NAACL-HLT
Tuan Manh Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang
2021 J jnl
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution.
CoRR
Tuan Manh Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang
2021 J jnl
A Unified Transformer-based Framework for Duplex Text Normalization.
CoRR
Tuan Manh Lai, Yang Zhang, Evelina Bakhturina, Boris Ginsburg, Heng Ji
2021 — conf
Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction.
NAACL-HLT
Zixuan Zhang, Heng Ji
2021 J jnl
IMG2SMI: Translating Molecular Structure Images to Simplified Molecular-input Line-entry System.
CoRR
Daniel Campos, Heng Ji
2021 — conf
Joint Detection and Coreference Resolution of Entities and Events with Document-level Context Aggregation.
ACL (student)
Samuel Kriman, Heng Ji
2021 J jnl
Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification.
CoRR
Zhenhailong Wang, Heng Ji
2021 — ed.
Proceedings of 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 2021 - System Demonstrations, Online, August 1-6, 2021
ACL (demo)
Heng Ji, Jong C. Park, Rui Xia
2021 — conf
Utilizing Relative Event Time to Enhance Event-Event Temporal Relation Extraction.
EMNLP (1)
Haoyang Wen, Heng Ji
2019 — conf
An Attentive Fine-Grained Entity Typing Model with Latent Type Representation.
EMNLP/IJCNLP (1)
Ying Lin, Heng Ji
2019 — conf
Syntax-aware Multi-task Graph Convolutional Networks for Biomedical Relation Extraction.
LOUHI@EMNLP
Diya Li, Heng Ji
2019 — conf
Zero-Shot Cross-lingual Name Retrieval for Low-Resource Languages.
DeepLo@EMNLP-IJCNLP
Kevin Blissett, Heng Ji
2018 — conf
A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling.
ACL (1)
Ying Lin, Shengqi Yang, Veselin Stoyanov, Heng Ji
2018 J jnl
Event Extraction with Generative Adversarial Imitation Learning.
CoRR
Tongtao Zhang, Heng Ji
2018 — ch.
Information Extraction.
Encyclopedia of Database Systems (2nd ed.)
Heng Ji
2018 — ed.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2018, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 1 (Long Papers)
NAACL-HLT (1)
Marilyn A. Walker, Heng Ji, Amanda Stent
2018 — ed.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT, New Orleans, Louisiana, USA, June 1-6, 2018, Volume 2 (Short Papers)
NAACL-HLT (2)
Marilyn A. Walker, Heng Ji, Amanda Stent
2017 A* conf
Identifying and Tracking Sentiments and Topics from Social Media Texts during Natural Disasters.
EMNLP
Min Yang, Jincheng Mei, Heng Ji, Wei Zhao, Zhou Zhao, Xiaojun Chen
2017 — conf
List-only Entity Linking.
ACL (2)
Ying Lin, Chin-Yew Lin, Heng Ji
2017 — ed.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017, Vancouver, Canada, July 30 - August 4, System Demonstrations
ACL (System Demonstrations)
Mohit Bansal, Heng Ji
2016 B conf
Bitext Name Tagging for Cross-lingual Entity Annotation Projection.
COLING
Dongxu Zhang, Boliang Zhang, Xiaoman Pan, Xiaocheng Feng, Heng Ji, Weiran Xu
2016 — conf
CAMR at SemEval-2016 Task 8: An Extended Transition-based AMR Parser.
SemEval@NAACL-HLT
Chuan Wang, Sameer Pradhan, Xiaoman Pan, Heng Ji, Nianwen Xue
2016 A conf
Expertise in Social Networks: How Do Experts Differ from Other Users?
ICWSM
Benjamin D. Horne, Dorit Nevo, Jesse Freitas, Heng Ji, Sibel Adali
2016 — conf
Identifying News from Tweets.
NLP+CSS@EMNLP
Jesse Freitas, Heng Ji
2016 — conf
Image-Image Search for Comparable Corpora Construction.
HyTra@COLING
Yu Hong, Liang Yao, Mengyi Liu, Tongtao Zhang, Wenxuan Zhou, Jianmin Yao, Heng Ji
2016 — ed.
Knowledge Graph and Semantic Computing: Semantic, Knowledge, and Linked Big Data - First China Conference, CCKS 2016, Beijing, China, September 19-22, 2016, Revised Selected Papers
CCKS
Huajun Chen, Heng Ji, Le Sun, Haixun Wang, Tieyun Qian, Tong Ruan
2015 A* conf
Biography-Dependent Collaborative Entity Archiving for Slot Filling.
EMNLP
Yu Hong, Xiaobin Wang, Yadong Chen, Jian Wang, Tongtao Zhang, Heng Ji
2015 J jnl
Leveraging Deep Neural Networks and Knowledge Graphs for Entity Disambiguation.
CoRR
Hongzhao Huang, Larry P. Heck, Heng Ji
2015 C conf
Name-aware language model adaptation and sparse features for statistical machine translation.
ASRU
Wen Wang, Haibo Li, Heng Ji
2014 A* conf
An Iterative Link-based Method for Parallel Web Page Mining.
EMNLP
Le Liu, Yu Hong, Jun Lu, Jun Lang, Heng Ji, Jian-Min Yao
2014 B conf
Analysis and Refinement of Temporal Relation Aggregation.
COLING
Taylor Cassidy, Heng Ji
2014 — conf
Collective Tweet Wikification based on Semi-supervised Graph Regularization.
ACL (1)
Hongzhao Huang, Yunbo Cao, Xiaojiang Huang, Heng Ji, Chin-Yew Lin
2013 — ch.
Information Network Construction and Alignment from Automatically Acquired Comparable Corpora.
Building and Using Comparable Corpora
Heng Ji, Adam Lee, Wen-Pin Lin
2013 J jnl
Unsupervised Sentiment-Bearing Feature Selection for Document-Level Sentiment Classification.
IEICE Trans. Inf. Syst.
Yan Li, Zhen Qin, Weiran Xu, Heng Ji, Jun Guo
2011 — conf
Mining Name Translations from Comparable Corpora by Creating Bilingual Information Networks.
BUCC@ACL/IJCNLP
Heng Ji
2011 — conf
Unsupervised Language-Independent Name Translation Mining from Wikipedia Infoboxes.
ULNLP@EMNLP
Wen-Pin Lin, Matthew G. Snover, Heng Ji
2010 — conf
Challenges from Information Extraction to Information Fusion.
COLING (Posters)
Heng Ji
2010 B conf
New Tools for Web-Scale N-grams.
LREC
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 — conf
One sense per context cluster: Improving word sense disambiguation using web-scale phrase clustering.
IUCS
Heng Ji
2009 C conf
Gender and Animacy Knowledge Discovery from Web-Scale N-Grams for Unsupervised Person Mention Detection.
PACLIC
Heng Ji, Dekang Lin
2009 — ch.
Information Extraction.
Encyclopedia of Database Systems
Heng Ji
2009 — conf
Predicting Unknown Time Arguments based on Cross-Event Propagation.
ACL/IJCNLP (2)
Prashant Gupta, Heng Ji
2007 — —
Joint Inference for Information Extraction and Translation.
Heng Ji
2001 B conf
A Chinese name identifying system based on inverse name frequency model and rules.
SMC
Heng Ji, Zhensheng Luo