Pengfei Yu
16 papers · 2018–2025 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (38) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π₯
Mega-Team Β· Squad
π€
Dynamic Duo
(13)
β
The Questioner
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
π
Trend Setter
ποΈ
Keyword Collector
(81)
Top co-authors
Research topics
Natural Language Processing
(14)
Artificial Intelligence
(13)
Machine Learning
(12)
Learning Types
(9)
Core AI
(8)
Resources & Methods
(8)
Applications
(7)
Learning Paradigms
(5)
Application Areas
(4)
Deep Learning
(3)
Optimization & Theory Β· Deep Learning
(2)
Optimization & Theory Β· Machine Learning
(2)
Interdisciplinary
(1)
Core Methods
(1)
Education
(1)
Keywords
large language model
(5)
event extraction
(4)
knowledge editing
(3)
knowledge graph
(2)
zero-shot learning
(2)
information extraction
(2)
knowledge overshadowing
(2)
distant supervision
(2)
log-linear law
(2)
representation learning
(2)
decoding strategy
(2)
text generation
(2)
claim verification
(1)
natural language processing
(1)
relation extraction
(1)
machine translation
(1)
few-shot learning
(1)
multimodal learning
(1)
knowledge transfer
(1)
adversarial learning
(1)
Papers
The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination
ACL 2025
The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination
ACL 2025
EVEDIT: Event-based Knowledge Editing for Deterministic Knowledge Propagation
EMNLP 2024
Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy
CoNLL 2024
MuChin: A Chinese Colloquial Description Benchmark for Evaluating Language Models in the Field of Music
IJCAI 2024
Why Does New Knowledge Create Messy Ripple Effects in LLMs?
EMNLP 2024
Bridging the Gap between Native Text and Translated Text through Adversarial Learning: A Case Study on Cross-Lingual Event Extraction
EACL 2023
Defining a New NLP Playground
EMNLP 2023
Shorten the Long Tail for Rare Entity and Event Extraction
EACL 2023
Unlearning Bias in Language Models by Partitioning Gradients
ACL 2023
Building an Event Extractor with Only a Few Examples
NAACL 2022
COVID-19 Claim Radar: A Structured Claim Extraction and Tracking System
ACL 2022
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios
NAACL 2022
Lifelong Event Detection with Knowledge Transfer
EMNLP 2021
FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation
EMNLP 2018
Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention
EMNLP 2018