Pengfei Yu

Affiliations:

University of Illinois at Urbana-Champaign, Department of Computer Science, Urbana, IL, USA (PhD 2024)
Tsinghua University, Speech Processing and Machine Intelligence (SPMI) Lab, Beijing, China (until 2019)

According to our database¹, Pengfei Yu authored at least 19 papers between 2018 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Book

In proceedings

Article

PhD thesis

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Other

Bibliography

2025

The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Knowledge Overshadowing Causes Amalgamated Hallucination in Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

EVEDIT: Event-based Knowledge Editing with Deductive Editing Boundaries.

[BibT_eX]

[DOI]

CoRR, 2024

Why Does New Knowledge Create Messy Ripple Effects in LLMs?

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

EVEDIT: Event-based Knowledge Editing for Deterministic Knowledge Propagation.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Gene-Metabolite Association Prediction with Interactive Knowledge Transfer Enhanced Graph for Metabolite Production.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Self Information Update for Large Language Models through Mitigating Exposure Bias.

[BibT_eX]

[DOI]

Pengfei Yu

Heng Ji

CoRR, 2023

RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought.

[BibT_eX]

[DOI]

CoRR, 2023

Defining a New NLP Playground.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Bridging the Gap between Native Text and Translated Text through Adversarial Learning: A Case Study on Cross-Lingual Event Extraction.

[BibT_eX]

[DOI]

Pengfei Yu

Jonathan May

Heng Ji

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Shorten the Long Tail for Rare Entity and Event Extraction.

[BibT_eX]

[DOI]

Pengfei Yu

Heng Ji

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Unlearning Bias in Language Models by Partitioning Gradients.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

COVID-19 Claim Radar: A Structured Claim Extraction and Tracking System.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, 2022

2021

MUSE: Textual Attributes Guided Portrait Painting Generation.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Conference on Multimedia Information Processing and Retrieval, 2021

Lifelong Event Detection with Knowledge Transfer.

[BibT_eX]

[DOI]

Pengfei Yu

Heng Ji

Prem Natarajan

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

MUSE: Illustrating Textual Attributes by Portrait Generation.

[BibT_eX]

[DOI]

CoRR, 2020

2018

Tracking of Enriched Dialog States for Flexible Conversational Information Access.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

FewRel: A Large-Scale Supervised Few-shot Relation Classification Dataset with State-of-the-Art Evaluation.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Pengfei Yu

Timeline

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