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ORCIDPengfei Yu 0001
Person information
- affiliation (PhD 2024): University of Illinois at Urbana-Champaign, Department of Computer Science, Urbana, IL, USA
- affiliation (until 2019): Tsinghua University, Speech Processing and Machine Intelligence (SPMI) Lab, Beijing, China
Other persons with the same name
- Pengfei Yu — disambiguation page
- Pengfei Yu 0002
![[0000-0002-9926-9442]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-9926-9442")
— Nanjing University of Aeronautics and Astronautics, College of Computer Science and Technology, Nanjing, China - Pengfei Yu 0003 — Yunnan University, School of Information, Kunming, China
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2020 – today
- 2025
[c14]Yuji Zhang, Sha Li, Cheng Qian, Jiateng Liu, Pengfei Yu, Chi Han, Yi R. Fung, Kathleen McKeown, ChengXiang Zhai, Manling Li, Heng Ji:
The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination. ACL (Findings) 2025: 23340-23358- [i11]Yuji Zhang, Sha Li, Cheng Qian, Jiateng Liu, Pengfei Yu, Chi Han, Yi R. Fung, Kathleen McKeown, Chengxiang Zhai, Manling Li, Heng Ji:
The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination. CoRR abs/2502.16143 (2025) - 2024
- [c13]Kexuan Xin, Qingyun Wang, Junyu Chen, Pengfei Yu, Huimin Zhao, Heng Ji:
Gene-Metabolite Association Prediction with Interactive Knowledge Transfer Enhanced Graph for Metabolite Production. BIBM 2024: 383-388 - [c12]Jiateng Liu, Pengfei Yu, Yuji Zhang, Sha Li, Zixuan Zhang, Ruhi Sarikaya, Kevin Small, Heng Ji:
EVEDIT: Event-based Knowledge Editing for Deterministic Knowledge Propagation. EMNLP 2024: 4907-4926 - [c11]Jiaxin Qin, Zixuan Zhang, Chi Han, Pengfei Yu, Manling Li, Heng Ji:
Why Does New Knowledge Create Messy Ripple Effects in LLMs? EMNLP 2024: 12602-12609 - [i10]Jiateng Liu, Pengfei Yu, Yuji Zhang, Sha Li, Zixuan Zhang, Heng Ji:
EVEDIT: Event-based Knowledge Editing with Deductive Editing Boundaries. CoRR abs/2402.11324 (2024) - [i9]Yuji Zhang, Sha Li, Jiateng Liu, Pengfei Yu, Yi R. Fung, Jing Li, Manling Li, Heng Ji:
Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models. CoRR abs/2407.08039 (2024) - [i8]Jiaxin Qin, Zixuan Zhang, Chi Han, Manling Li, Pengfei Yu, Heng Ji:
Why Does New Knowledge Create Messy Ripple Effects in LLMs? CoRR abs/2407.12828 (2024) - [i7]Kexuan Xin, Qingyun Wang, Junyu Chen, Pengfei Yu, Huimin Zhao, Heng Ji:
Gene-Metabolite Association Prediction with Interactive Knowledge Transfer Enhanced Graph for Metabolite Production. CoRR abs/2410.18475 (2024) - 2023
- [c10]Charles Yu, Sullam Jeoung, Anish Kasi, Pengfei Yu, Heng Ji:
Unlearning Bias in Language Models by Partitioning Gradients. ACL (Findings) 2023: 6032-6048 - [c9]Pengfei Yu, Jonathan May, Heng Ji:
Bridging the Gap between Native Text and Translated Text through Adversarial Learning: A Case Study on Cross-Lingual Event Extraction. EACL (Findings) 2023: 742-757 - [c8]Pengfei Yu, Heng Ji:
Shorten the Long Tail for Rare Entity and Event Extraction. EACL 2023: 1331-1342 - [c7]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:
Defining a New NLP Playground. EMNLP (Findings) 2023: 11932-11951 - [i6]Tianci Xue, Ziqi Wang, Zhenhailong Wang, Chi Han, Pengfei Yu, Heng Ji:
RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought. CoRR abs/2305.11499 (2023) - [i5]Pengfei Yu, Heng Ji:
Self Information Update for Large Language Models through Mitigating Exposure Bias. CoRR abs/2305.18582 (2023) - [i4]Sha Li, Chi Han, Pengfei Yu, Carl Edwards, Manling Li, Xingyao Wang, Yi R. Fung, Charles Yu, Joel R. Tetreault, Eduard H. Hovy, Heng Ji:
Defining a New NLP Playground. CoRR abs/2310.20633 (2023) - 2022
- [c6]Manling Li, Revanth Gangi Reddy, Ziqi Wang, Yi-Shyuan Chiang, Tuan Manh Lai, Pengfei Yu, Zixuan Zhang, Heng Ji:
COVID-19 Claim Radar: A Structured Claim Extraction and Tracking System. ACL (demo) 2022: 135-144 - 2021
- [c5]Pengfei Yu, Heng Ji, Prem Natarajan:
Lifelong Event Detection with Knowledge Transfer. EMNLP (1) 2021: 5278-5290 - [c4]Xiaodan Hu, Pengfei Yu, Kevin Knight, Heng Ji, Bo Li, Honghui Shi:
MUSE: Textual Attributes Guided Portrait Painting Generation. MIPR 2021: 386-392 - 2020
- [i3]Xiaodan Hu, Pengfei Yu, Kevin Knight, Heng Ji, Bo Li, Honghui Shi:
MUSE: Illustrating Textual Attributes by Portrait Generation. CoRR abs/2011.04761 (2020)
2010 – 2019
- 2018
- [c3]Xu Han, Pengfei Yu, Zhiyuan Liu, Maosong Sun, Peng Li:
Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention. EMNLP 2018: 2236-2245 - [c2]Xu Han, Hao Zhu, Pengfei Yu, Ziyun Wang, Yuan Yao, Zhiyuan Liu, Maosong Sun:
FewRel: A Large-Scale Supervised Few-shot Relation Classification Dataset with State-of-the-Art Evaluation. EMNLP 2018: 4803-4809 - [c1]Yinpei Dai, Zhijian Ou, Dawei Ren, Pengfei Yu:
Tracking of Enriched Dialog States for Flexible Conversational Information Access. ICASSP 2018: 6139-6143 - [i2]Xu Han, Hao Zhu, Pengfei Yu, Ziyun Wang, Yuan Yao, Zhiyuan Liu, Maosong Sun:
FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation. CoRR abs/1810.10147 (2018) - 2017
- [i1]Yinpei Dai, Zhijian Ou, Dawei Ren, Pengfei Yu:
Tracking of enriched dialog states for flexible conversational information access. CoRR abs/1711.03381 (2017)
Coauthor Index
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