| Investigating Data Contamination for Pre-training Language Models M Jiang, KZ Liu, M Zhong, R Schaeffer, S Ouyang, J Han, S Koyejo arXiv preprint arXiv:2401.06059, 2024 | 47* | 2024 |
| Dialogue Graph Modeling for Conversational Machine Reading S Ouyang, Z Zhang, H Zhao ACL 2021 Findings, 2020 | 46 | 2020 |
| Fact-driven Logical Reasoning for Machine Reading Comprehension S Ouyang, Z Zhang, H Zhao AAAI 2024, 2021 | 35 | 2021 |
| Multi-lora composition for image generation M Zhong, Y Shen, S Wang, Y Lu, Y Jiao, S Ouyang, D Yu, J Han, W Chen TMLR 2024, 2024 | 28 | 2024 |
| The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions S Ouyang, S Wang, Y Liu, M Zhong, Y Jiao, D Iter, R Pryzant, C Zhu, H Ji, ... EMNLP 2023, 2023 | 24 | 2023 |
| Instruct and Extract: Instruction Tuning for On-Demand Information Extraction Y Jiao, M Zhong, S Li, R Zhao, S Ouyang, H Ji, J Han EMNLP 2023, 2023 | 22 | 2023 |
| Structured Chemistry Reasoning with Large Language Models S Ouyang, Z Zhang, B Yan, X Liu, Y Choi, J Han, L Qin ICML 2024, 2024 | 20 | 2024 |
| Compositional Data Augmentation for Abstractive Conversation Summarization S Ouyang, J Chen, J Han, D Yang ACL 2023, 2023 | 9 | 2023 |
| ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision M Zhong, S Ouyang, M Jiang, V Hu, Y Jiao, X Wang, J Han ACL 2023 Findings, 2023 | 7 | 2023 |
| Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data M Zhong, S Ouyang, Y Jiao, P Kargupta, L Luo, Y Shen, B Zhou, X Zhong, ... EMNLP 2023 Demo, 2023 | 6 | 2023 |
| RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph S Ouyang, W Yu, K Ma, Z Xiao, Z Zhang, M Jia, J Han, H Zhang, D Yu ICLR 2025, 2024 | 5 | 2024 |
| Ontology Enrichment for Effective Fine-grained Entity Typing S Ouyang, J Huang, P Pillai, Y Zhang, Y Zhang, J Han KDD 2024, 2023 | 5 | 2023 |
| Smoothing dialogue states for open conversational machine reading Z Zhang*, S Ouyang*, H Zhao, M Utiyama, E Sumita EMNLP 2021, 2021 | 5 | 2021 |
| Leopard: A vision language model for text-rich multi-image tasks M Jia, W Yu, K Ma, T Fang, Z Zhang, S Ouyang, H Zhang, M Jiang, D Yu arXiv preprint arXiv:2410.01744, 2024 | 3 | 2024 |
| Towards End-to-End Open Conversational Machine Reading S Zhou, S Ouyang, Z Zhang, H Zhao EACL 2023 Findings, 2022 | 2 | 2022 |
| ParallelSpec: Parallel Drafter for Efficient Speculative Decoding Z Xiao, H Zhang, T Ge, S Ouyang, V Ordonez, D Yu arXiv preprint arXiv:2410.05589, 2024 | 1 | 2024 |
| ActionIE: Action Extraction from Scientific Literature with Programming Languages X Zhong, Y Du, S Ouyang, M Zhong, T Luo, Q Ho, H Peng, H Ji, J Han ACL 2024, 2024 | 1 | 2024 |
| ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning X Tang, T Hu, M Ye, Y Shao, X Yin, S Ouyang, W Zhou, P Lu, Z Zhang, ... ICLR 2025, 2025 | | 2025 |
| Temperature-Centric Investigation of Speculative Decoding with Knowledge Distillation S Ouyang, S Wang, M Jiang, M Zhong, D Yu, J Han, Y Shen EMNLP 2024 Findings, 2024 | | 2024 |
| Automated Mining of Structured Knowledge from Text in the Era of Large Language Models Y Zhang, M Zhong, S Ouyang, Y Jiao, S Zhou, L Ding, J Han KDD 2024 Tutorial, 2024 | | 2024 |
Jiawei HanAbel Bliss Professor of Computer Science, University of Illinois確認したメール アドレス: cs.uiuc.edu