Peixin Qin
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(4)
Natural Language Processing
(4)
Core AI
(4)
Data Science & Analytics
(2)
Machine Learning
(2)
Applications · Data Science & Analytics
(2)
Resources & Methods
(2)
Computer Science
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Cognitive Science
(1)
Core Methods
(1)
Keywords
large language model
(3)
benchmark evaluation
(1)
cognitive modeling
(1)
information retrieval
(1)
explanation generation
(1)
evaluation methodology
(1)
taxonomy construction
(1)
language understanding
(1)
compositional generalization
(1)
cognitive assessment
(1)
conversational recommender system
(1)
skill assessment
(1)
comprehension process
(1)
machine comprehension
(1)
expert-level comprehension
(1)
conversational system
(1)
pre-training task
(1)
clarifying question
(1)
system evaluation
(1)
human-machine collaboration
(1)
Papers
SCOP: Evaluating the Comprehension Process of Large Language Models from a Cognitive View
ACL 2025
Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations
EMNLP 2024
CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models
ACL 2024
Towards Equipping Transformer with the Ability of Systematic Compositionality
AAAI 2024
Reduce Human Labor On Evaluating Conversational Information Retrieval System: A Human-Machine Collaboration Approach
EMNLP 2023