Pengyuan Liu
17 papers · 2007–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (18) πΊοΈ Taxonomy Completionist (20)
π
Conference Polyglot
(6)
π
Academic Marathon
(18)
π
Keyword Champion
(2)
π
Conference Pioneer
π
Century Club
(15)
β
The Questioner
(2)
Conferences
ACL (5)
COLING (4)
EMNLP (3)
SEMEVAL (3)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
large language model
(5)
source-free domain adaptation
(3)
text classification
(3)
sequence labeling
(3)
unsupervised learning
(2)
gender bia
(2)
self-training method
(2)
unsupervised domain adaptation
(2)
semantic space
(1)
evaluation framework
(1)
masked language model
(1)
text regression
(1)
word embedding
(1)
multimodal large language model
(1)
responsible ai
(1)
scientific visualization
(1)
semantic concept
(1)
code generation
(1)
pre-trained language model
(1)
value alignment
(1)
Papers
SPAGBias: Uncovering and Tracing Structured Spatial Gender Bias in Large Language Models
ACL 2026
Beyond Detection: Evaluating Fallacy Awareness of LLMs in Interactive Scenarios
ACL 2026
Investigating Value-Reasoning Reliability in Small Large Language Models
EMNLP 2025
Whatβs the most important value? INVP: INvestigating the Value Priorities of LLMs through Decision-making in Social Scenarios
COLING 2025
Attribution and Application of Multiple Neurons in Multimodal Large Language Models
EMNLP 2025
MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization
ACL 2024
Do PLMs and Annotators Share the Same Gender Bias? Definition, Dataset, and Framework of Contextualized Gender Bias
ACL 2024
Evaluating Moral Beliefs across LLMs through a Pluralistic Framework
EMNLP 2024
From Polarity to Intensity: Mining Morality from Semantic Space
COLING 2022
Analysis of Gender Bias in Social Perception and Judgement Using Chinese Word Embeddings
NAACL 2022
BLCUFIGHT at SemEval-2021 Task 10: Novel Unsupervised Frameworks For Source-Free Domain Adaptation
IJCNLP 2021
BLCUFIGHT at SemEval-2021 Task 10: Novel Unsupervised Frameworks For Source-Free Domain Adaptation
SEMEVAL 2021
BLCUFIGHT at SemEval-2021 Task 10: Novel Unsupervised Frameworks For Source-Free Domain Adaptation
ACL 2021
PKU_HIT: An Event Detection System Based on Instances Expansion and Rich Syntactic Features
SEMEVAL 2010
Head-modifier Relation based Non-lexical Reordering Model for Phrase-Based Translation
COLING 2010
Combining Constituent and Dependency Syntactic Views for Chinese Semantic Role Labeling
COLING 2010
HIT-WSD: Using Search Engine for Multilingual Chinese-English Lexical Sample Task
SEMEVAL 2007