Heng Ji
University of Illinois at Urbana-Champaign
H-index: 67
North America-United States
Top articles of Heng Ji
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
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 | |
Executable Code Actions Elicit Better LLM Agents | Xingyao Wang Yangyi Chen Lifan Yuan Yizhe Zhang Yunzhu Li | 2024 | |
Finer: Investigating and Enhancing Fine-Grained Visual Concept Recognition in Large Vision Language Models | Jeonghwan Kim Heng Ji | 2024 | |
Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration | Zhenhailong Wang Shaoguang Mao Wenshan Wu Tao Ge Furu Wei | 2024 | |
Massively multi-cultural knowledge acquisition & lm benchmarking | arXiv preprint arXiv:2402.09369 | Yi Fung Ruining Zhao Jae Doo Chenkai Sun Heng Ji | 2024/2/14 |
Information Access | Foundations of Information Ethics | Emily JM Knox | 2019/7/3 |
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction | Qingyun Wang Zixuan Zhang Hongxiang Li Jiawei Liu Xuan | 2024 | |
CHEMREASONER: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback | arXiv preprint arXiv:2402.10980 | Henry W Sprueill Carl Edwards Khushbu Agarwal Mariefel V Olarte Udishnu Sanyal | 2024/2/15 |
Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models | Yangyi Chen Karan Sikka Michael Cogswell Heng Ji Ajay Divakaran | 2023 | |
Can LLMs Produce Faithful Explanations For Fact-checking? Towards Faithful Explainable Fact-Checking via Multi-Agent Debate | arXiv preprint arXiv:2402.07401 | Kyungha Kim Sangyun Lee Kung-Hsiang Huang Hou Pong Chan Manling Li | 2024/2/12 |
Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization | arXiv preprint arXiv:2404.01652 | Zixuan Zhang Revanth Gangi Reddy Kevin Small Tong Zhang Heng Ji | 2024/4/2 |
Language + Molecules | Proceedings The 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL2024) Tutorial | Car' Edwards Qingyun Wang Heng Ji | 2024 |
CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets | arXiv preprint arXiv:2309.17428 | Lifan Yuan Yangyi Chen Xingyao Wang Yi R Fung Hao Peng | 2024 |
Name Tagging Under Domain Shift via Metric Learning for Life Sciences | Hongyi Liu Qingyun Wang Payam Karisani Heng Ji | 2024 | |
EVEDIT: Event-based Knowledge Editing with Deductive Editing Boundaries | Jiateng Liu Pengfei Yu Yuji Zhang Sha Li Zixuan Zhang | 2024 | |
Masked LoGoNet: Fast and Accurate 3D Image Analysis for Medical Domain | arXiv preprint arXiv:2402.06190 | Amin Karimi Monsefi Payam Karisani Mengxi Zhou Stacey Choi Nathan Doble | 2024/2/9 |
Fact Checking Beyond Training Set | arXiv preprint arXiv:2403.18671 | Payam Karisani Heng Ji | 2024/3/27 |
TrustLLM: Trustworthiness in Large Language Models | arXiv preprint arXiv:2401.05561 | Lichao Sun Yue Huang Haoran Wang Siyuan Wu Qihui Zhang | 2024/1/10 |
LEMMA: Towards LVLM-Enhanced Multimodal Misinformation Detection with External Knowledge Augmentation | Keyang Xuan Li Yi Fan Yang Ruochen Wu Yi Fung | 2024 | |
LETI: Learning to Generate from Textual Interactions Download PDF | Xingyao Wang Hao Peng Reyhaneh Jabbarvand Heng Ji | 2023 |
Co-Authors
