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ORCIDHeng Ji
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. The links to all actual bibliographies of persons of the same or a similar name can be found below. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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Other persons with the same name
- Heng Ji 0001
![[0000-0002-0464-7966]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-0464-7966")
— University of Illinois Urbana-Champaign, IL, USA
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2020 – today
- 2025
[c60]Yumeng Wang, Zhiyuan Fan, Qingyun Wang, Yi R. Fung, Heng Ji:
CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering. NAACL (Findings) 2025: 2809-2817- [i27]Zhenhailong Wang, Haiyang Xu, Junyang Wang, Xi Zhang, Ming Yan, Ji Zhang, Fei Huang, Heng Ji:
Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks. CoRR abs/2501.11733 (2025) - [i26]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:
EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents. CoRR abs/2502.09560 (2025) - [i25]Kunlun Zhu, Hongyi Du, Zhaochen Hong, Xiaocheng Yang, Shuyi Guo, Zhe Wang, Zhenhailong Wang, Cheng Qian, Xiangru Tang, Heng Ji, Jiaxuan You:
MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents. CoRR abs/2503.01935 (2025) - [i24]Yuheng Wu, Wentao Guo, Zirui Liu, Heng Ji, Zhaozhuo Xu, Denghui Zhang:
Sensitivity Meets Sparsity: The Impact of Extremely Sparse Parameter Patterns on Theory-of-Mind of Large Language Models. CoRR abs/2504.04238 (2025) - 2024
- [c59]Xiaomeng Jin, Heng Ji:
Schema-based Data Augmentation for Event Extraction. LREC/COLING 2024: 14382-14392 - [c58]Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran:
DRESS : Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback. CVPR 2024: 14239-14250 - [c57]Jeonghwan Kim, Heng Ji:
Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models. EMNLP 2024: 6187-6207 - [c56]Henry W. Sprueill, Carl Edwards, Khushbu Agarwal, Mariefel V. Olarte, Udishnu Sanyal, Conrad Johnston, Hongbin Liu, Heng Ji, Sutanay Choudhury:
CHEMREASONER: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback. ICML 2024 - [c55]Chunying Wang, Heng Ji, Wenying Han:
Construction and Application of Emotion Ontology for Narrative Text. JCDL 2024: 61:1-61:5 - [c54]Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran:
Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models. NAACL-HLT 2024: 192-210 - [c53]Zhenhailong Wang, Shaoguang Mao, Wenshan Wu, Tao Ge, Furu Wei, Heng Ji:
Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration. NAACL-HLT 2024: 257-279 - [c52]Payam Karisani, Heng Ji:
Fact Checking Beyond Training Set. NAACL-HLT 2024: 2247-2261 - [i23]Henry W. Sprueill, Carl Edwards, Khushbu Agarwal, Mariefel V. Olarte, Udishnu Sanyal, Conrad Johnston, Hongbin Liu, Heng Ji, Sutanay Choudhury:
ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback. CoRR abs/2402.10980 (2024) - [i22]Jeonghwan Kim, Heng Ji:
Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models. CoRR abs/2402.16315 (2024) - [i21]Payam Karisani, Heng Ji:
Fact Checking Beyond Training Set. CoRR abs/2403.18671 (2024) - [i20]Carl Edwards, Ziqing Lu, Ehsan Hajiramezanali, Tommaso Biancalani, Heng Ji, Gabriele Scalia:
MolCap-Arena: A Comprehensive Captioning Benchmark on Language-Enhanced Molecular Property Prediction. CoRR abs/2411.00737 (2024) - [i19]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:
Yi-Lightning Technical Report. CoRR abs/2412.01253 (2024) - 2023
- [c51]Jiateng Liu, Sha Li, Zhenhailong Wang, Manling Li, Heng Ji:
A Language-First Approach for Procedure Planning. ACL (Findings) 2023: 1941-1954 - [c50]Ali Omrani, Alireza Salkhordeh Ziabari, Charles Yu, Preni Golazizian, Brendan Kennedy, Mohammad Atari, Heng Ji, Morteza Dehghani:
Social-Group-Agnostic Bias Mitigation via the Stereotype Content Model. ACL (1) 2023: 4123-4139 - [c49]Zixuan Zhang, Heba Elfardy, Markus Dreyer, Kevin Small, Heng Ji, Mohit Bansal:
Enhancing Multi-Document Summarization with Cross-Document Graph-based Information Extraction. EACL 2023: 1688-1699 - [c48]Tuan Manh Lai, Giuseppe Castellucci, Saar Kuzi, Heng Ji, Oleg Rokhlenko:
External Knowledge Acquisition for End-to-End Document-Oriented Dialog Systems. EACL 2023: 3615-3629 - [c47]Carl Edwards, Heng Ji:
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention. EACL 2023: 3787-3809 - [c46]Ansel Blume, Nasser Zalmout, Heng Ji, Xian Li:
Generative Models for Product Attribute Extraction. EMNLP (Industry Track) 2023: 575-585 - [c45]Henry Sprueill, Carl Edwards, Mariefel V. Olarte, Udishnu Sanyal, Heng Ji, Sutanay Choudhury:
Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design. EMNLP (Findings) 2023: 8348-8365 - [c44]Sumuk Shashidhar, Abhinav Chinta, Vaibhav Sahai, Zhenhailong Wang, Heng Ji:
Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models. EMNLP (Findings) 2023: 9070-9084 - [c43]Xiaomeng Jin, Bhanukiran Vinzamuri, Sriram Venkatapathy, Heng Ji, Pradeep Natarajan:
Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions. EMNLP (Findings) 2023: 12437-12450 - [i18]Tuan Manh Lai, Heng Ji:
Ensemble Transfer Learning for Multilingual Coreference Resolution. CoRR abs/2301.09175 (2023) - [i17]Zhenhailong Wang, Shaoguang Mao, Wenshan Wu, Tao Ge, Furu Wei, Heng Ji:
Unleashing Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration. CoRR abs/2307.05300 (2023) - [i16]Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran:
Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models. CoRR abs/2309.04461 (2023) - [i15]Tianci Xue, Ziqi Wang, Heng Ji:
Parameter-Efficient Tuning Helps Language Model Alignment. CoRR abs/2310.00819 (2023) - [i14]Sumuk Shashidhar, Abhinav Chinta, Vaibhav Sahai, Zhenhailong Wang, Heng Ji:
Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models. CoRR abs/2310.07611 (2023) - [i13]Henry W. Sprueill, Carl Edwards, Mariefel V. Olarte, Udishnu Sanyal, Heng Ji, Sutanay Choudhury:
Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design. CoRR abs/2310.14420 (2023) - [i12]Yangyi Chen, Karan Sikka, Michael Cogswell, Heng Ji, Ajay Divakaran:
DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback. CoRR abs/2311.10081 (2023) - 2022
- [c42]Zhenhailong Wang, Heng Ji:
Open Vocabulary Electroencephalography-to-Text Decoding and Zero-Shot Sentiment Classification. AAAI 2022: 5350-5358 - [c41]Xinya Du, Sha Li, Heng Ji:
Dynamic Global Memory for Document-level Argument Extraction. ACL (1) 2022: 5264-5275 - [c40]Xinya Du, Heng Ji:
Retrieval-Augmented Generative Question Answering for Event Argument Extraction. EMNLP 2022: 4649-4666 - [c39]Xiaomeng Jin, Manling Li, Heng Ji:
Event Schema Induction with Double Graph Autoencoders. NAACL-HLT 2022: 2013-2025 - [i11]Carl Edwards, Heng Ji:
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention. CoRR abs/2202.05943 (2022) - [i10]Carl Edwards, Tuan Manh Lai, Kevin Ros, Garrett Honke, Heng Ji:
Translation between Molecules and Natural Language. CoRR abs/2204.11817 (2022) - [i9]Xinya Du, Sha Li, Heng Ji:
Dynamic Global Memory for Document-level Argument Extraction. CoRR abs/2209.08679 (2022) - [i8]Xinya Du, Heng Ji:
Retrieval-Augmented Generative Question Answering for Event Argument Extraction. CoRR abs/2211.07067 (2022) - 2021
- [c38]Samuel Kriman, Heng Ji:
Joint Detection and Coreference Resolution of Entities and Events with Document-level Context Aggregation. ACL (student) 2021: 174-179 - [c37]Haoyang Wen, Heng Ji:
Utilizing Relative Event Time to Enhance Event-Event Temporal Relation Extraction. EMNLP (1) 2021: 10431-10437 - [c36]Zixuan Zhang, Heng Ji:
Abstract Meaning Representation Guided Graph Encoding and Decoding for Joint Information Extraction. NAACL-HLT 2021: 39-49 - [c35]Tuan Manh Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang:
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution. NAACL-HLT 2021: 3491-3499 - [e5]Heng Ji, Jong C. Park, Rui Xia:
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. Association for Computational Linguistics 2021, ISBN 978-1-954085-56-5 [contents] - [i7]Tuan Manh Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang:
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution. CoRR abs/2104.01697 (2021) - [i6]Tuan Manh Lai, Yang Zhang, Evelina Bakhturina, Boris Ginsburg, Heng Ji:
A Unified Transformer-based Framework for Duplex Text Normalization. CoRR abs/2108.09889 (2021) - [i5]Daniel Campos, Heng Ji:
IMG2SMI: Translating Molecular Structure Images to Simplified Molecular-input Line-entry System. CoRR abs/2109.04202 (2021) - [i4]Zhenhailong Wang, Heng Ji:
Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification. CoRR abs/2112.02690 (2021)
2010 – 2019
- 2019
- [c34]Manling Li, Lingyu Zhang, Heng Ji, Richard J. Radke:
Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting Summarization. ACL (1) 2019: 2190-2196 - [c33]Kevin Blissett, Heng Ji:
Zero-Shot Cross-lingual Name Retrieval for Low-Resource Languages. DeepLo@EMNLP-IJCNLP 2019: 275-280 - [c32]Diya Li, Heng Ji:
Syntax-aware Multi-task Graph Convolutional Networks for Biomedical Relation Extraction. LOUHI@EMNLP 2019: 28-33 - [c31]Ying Lin, Heng Ji:
An Attentive Fine-Grained Entity Typing Model with Latent Type Representation. EMNLP/IJCNLP (1) 2019: 6196-6201 - [c30]Indrani Bhattacharya, Michael Foley, Christine Ku, Ni Zhang, Tongtao Zhang, Cameron Mine, Manling Li, Heng Ji, Christoph Riedl, Brooke Foucault Welles, Richard J. Radke:
The unobtrusive group interaction (UGI) corpus. MMSys 2019: 249-254 - [i3]Ying Lin, Xiaoman Pan, Manling Li, Heng Ji:
A Baseline Fine-Grained Entity Extraction System for TAC-KBP2019. TAC 2019 - 2018
- [c29]Ying Lin, Shengqi Yang, Veselin Stoyanov, Heng Ji:
A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling. ACL (1) 2018: 799-809 - [c28]Ni Zhang, Tongtao Zhang, Indrani Bhattacharya, Heng Ji, Richard J. Radke:
Visualizing Group Dynamics based on Multiparty Meeting Understanding. EMNLP (Demonstration) 2018: 96-101 - [c27]Indrani Bhattacharya, Michael Foley, Ni Zhang, Tongtao Zhang, Christine Ku, Cameron Mine, Heng Ji, Christoph Riedl, Brooke Foucault Welles, Richard J. Radke:
A Multimodal-Sensor-Enabled Room for Unobtrusive Group Meeting Analysis. ICMI 2018: 347-355 - [e4]Marilyn A. Walker, Heng Ji, Amanda Stent:
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). Association for Computational Linguistics 2018, ISBN 978-1-948087-27-8 [contents] - [e3]Marilyn A. Walker, Heng Ji, Amanda Stent:
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). Association for Computational Linguistics 2018, ISBN 978-1-948087-29-2 [contents] - [r2]Heng Ji:
Information Extraction. Encyclopedia of Database Systems (2nd ed.) 2018 - [i2]Tongtao Zhang, Heng Ji:
Event Extraction with Generative Adversarial Imitation Learning. CoRR abs/1804.07881 (2018) - 2017
- [c26]Ying Lin, Chin-Yew Lin, Heng Ji:
List-only Entity Linking. ACL (2) 2017: 536-541 - [c25]Min Yang, Jincheng Mei, Heng Ji, Wei Zhao, Zhou Zhao, Xiaojun Chen:
Identifying and Tracking Sentiments and Topics from Social Media Texts during Natural Disasters. EMNLP 2017: 527-533 - [e2]Mohit Bansal, Heng Ji:
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, ACL 2017, Vancouver, Canada, July 30 - August 4, System Demonstrations. Association for Computational Linguistics 2017, ISBN 978-1-945626-71-5 [contents] - 2016
- [c24]Jesse Freitas, Heng Ji:
Identifying News from Tweets. NLP+CSS@EMNLP 2016: 11-16 - [c23]Dongxu Zhang, Boliang Zhang, Xiaoman Pan, Xiaocheng Feng, Heng Ji, Weiran Xu:
Bitext Name Tagging for Cross-lingual Entity Annotation Projection. COLING 2016: 461-470 - [c22]Yu Hong, Liang Yao, Mengyi Liu, Tongtao Zhang, Wenxuan Zhou, Jianmin Yao, Heng Ji:
Image-Image Search for Comparable Corpora Construction. HyTra@COLING 2016: 16-25 - [c21]Benjamin D. Horne, Dorit Nevo, Jesse Freitas, Heng Ji, Sibel Adali:
Expertise in Social Networks: How Do Experts Differ from Other Users? ICWSM 2016: 583-586 - [c20]Tao Ge, Lei Cui, Heng Ji, Baobao Chang, Zhifang Sui:
Discovering Concept-Level Event Associations from a Text Stream. NLPCC/ICCPOL 2016: 413-424 - [c19]Chuan Wang, Sameer Pradhan, Xiaoman Pan, Heng Ji, Nianwen Xue:
CAMR at SemEval-2016 Task 8: An Extended Transition-based AMR Parser. SemEval@NAACL-HLT 2016: 1173-1178 - [e1]Huajun Chen, Heng Ji, Le Sun, Haixun Wang, Tieyun Qian, Tong Ruan:
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. Communications in Computer and Information Science 650, Springer 2016, ISBN 978-981-10-3167-0 [contents] - 2015
- [c18]Tao Ge, Wenzhe Pei, Heng Ji, Sujian Li, Baobao Chang, Zhifang Sui:
Bring you to the past: Automatic Generation of Topically Relevant Event Chronicles. ACL (1) 2015: 575-585 - [c17]Tao Ge, Heng Ji, Baobao Chang, Zhifang Sui:
One Tense per Scene: Predicting Tense in Chinese Conversations. ACL (2) 2015: 668-673 - [c16]Wen Wang, Haibo Li, Heng Ji:
Name-aware language model adaptation and sparse features for statistical machine translation. ASRU 2015: 324-330 - [c15]Yu Hong, Xiaobin Wang, Yadong Chen, Jian Wang, Tongtao Zhang, Heng Ji:
Biography-Dependent Collaborative Entity Archiving for Slot Filling. EMNLP 2015: 665-675 - [i1]Hongzhao Huang, Larry P. Heck, Heng Ji:
Leveraging Deep Neural Networks and Knowledge Graphs for Entity Disambiguation. CoRR abs/1504.07678 (2015) - 2014
- [c14]Hongzhao Huang, Yunbo Cao, Xiaojiang Huang, Heng Ji, Chin-Yew Lin:
Collective Tweet Wikification based on Semi-supervised Graph Regularization. ACL (1) 2014: 380-390 - [c13]Tongtao Zhang, Haibo Li, Hongzhao Huang, Heng Ji, Min-Hsuan Tsai, Shen-Fu Tsai, Thomas S. Huang:
Cross-media Cross-genre Information Ranking based on Multi-media Information Networks. VL@COLING 2014: 74-81 - [c12]Taylor Cassidy, Heng Ji:
Analysis and Refinement of Temporal Relation Aggregation. COLING 2014: 1556-1566 - [c11]Le Liu, Yu Hong, Jun Lu, Jun Lang, Heng Ji, Jian-Min Yao:
An Iterative Link-based Method for Parallel Web Page Mining. EMNLP 2014: 1216-1224 - [c10]Ziqiang Cao, Sujian Li, Heng Ji:
Joint Learning of Chinese Words, Terms and Keywords. EMNLP 2014: 1774-1778 - 2013
- [j2]Yan Li, Zhen Qin, Weiran Xu, Heng Ji, Jun Guo:
Unsupervised Sentiment-Bearing Feature Selection for Document-Level Sentiment Classification. IEICE Trans. Inf. Syst. 96-D(12): 2805-2813 (2013) - [p1]Heng Ji, Adam Lee, Wen-Pin Lin:
Information Network Construction and Alignment from Automatically Acquired Comparable Corpora. Building and Using Comparable Corpora 2013: 243-263 - 2012
- [j1]Guo-Jun Qi, Charu C. Aggarwal, Qi Tian, Heng Ji, Thomas S. Huang:
Exploring Context and Content Links in Social Media: A Latent Space Method. IEEE Trans. Pattern Anal. Mach. Intell. 34(5): 850-862 (2012) - 2011
- [c9]Heng Ji:
Mining Name Translations from Comparable Corpora by Creating Bilingual Information Networks. BUCC@ACL/IJCNLP 2011: 34-37 - [c8]Wen-Pin Lin, Matthew G. Snover, Heng Ji:
Unsupervised Language-Independent Name Translation Mining from Wikipedia Infoboxes. ULNLP@EMNLP 2011: 43-52 - 2010
- [c7]Heng Ji:
Challenges from Information Extraction to Information Fusion. COLING (Posters) 2010: 507-515 - [c6]Adam Lee, Marissa Passantino, Heng Ji, Guojun Qi, Thomas S. Huang:
Enhancing Multi-lingual Information Extraction via Cross-Media Inference and Fusion. COLING (Posters) 2010: 630-638 - [c5]Heng Ji:
One sense per context cluster: Improving word sense disambiguation using web-scale phrase clustering. IUCS 2010: 181-184 - [c4]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:
New Tools for Web-Scale N-grams. LREC 2010
2000 – 2009
- 2009
- [c3]Prashant Gupta, Heng Ji:
Predicting Unknown Time Arguments based on Cross-Event Propagation. ACL/IJCNLP (2) 2009: 369-372 - [c2]Heng Ji, Dekang Lin:
Gender and Animacy Knowledge Discovery from Web-Scale N-Grams for Unsupervised Person Mention Detection. PACLIC 2009: 220-229 - [r1]Heng Ji:
Information Extraction. Encyclopedia of Database Systems 2009: 1476-1481 - 2007
- [b1]Heng Ji:
Joint Inference for Information Extraction and Translation. New York University, USA, 2007 - 2001
- [c1]Heng Ji, Zhensheng Luo:
A Chinese name identifying system based on inverse name frequency model and rules. SMC 2001: 2219-2225
Coauthor Index
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