Jinfeng Zhou
17 papers · 2021–2025 · 6 venues · across top CS/AI venues
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π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Gold π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (35) π€ Dynamic Duo (14)
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Research topics
Natural Language Processing
(11)
Artificial Intelligence
(9)
Machine Learning
(9)
Core AI
(9)
Generation
(8)
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(6)
Resources & Methods
(5)
Knowledge & Reasoning
(3)
Reinforcement Learning
(3)
Applications
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Methods
(3)
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Data Science & Analytics
(2)
Deep Learning
(2)
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Keywords
large language model
(8)
dialogue system
(6)
knowledge graph
(4)
reinforcement learning
(3)
dialogue generation
(3)
benchmark evaluation
(3)
question answering
(2)
social interaction
(2)
emotional support conversation
(2)
language model evaluation
(2)
conversational recommendation
(2)
evaluation benchmark
(2)
multi-turn dialogue
(2)
knowledge graph reasoning
(1)
heuristic search
(1)
social intelligence
(1)
instruction following
(1)
conversational ai
(1)
mixture of expert
(1)
language modeling
(1)
Papers
CharacterBench: Benchmarking Character Customization of Large Language Models
AAAI 2025
Crisp: Cognitive Restructuring of Negative Thoughts through Multi-turn Supportive Dialogues
EMNLP 2025
HPSS: Heuristic Prompting Strategy Search for LLM Evaluators
ACL 2025
SocialEval: Evaluating Social Intelligence of Large Language Models
ACL 2025
SocialSim: Towards Socialized Simulation of Emotional Support Conversation
AAAI 2025
Benchmarking Complex Instruction-Following with Multiple Constraints Composition
NeurIPS 2024
CharacterGLM: Customizing Social Characters with Large Language Models
EMNLP 2024
Depression Detection in Clinical Interviews with LLM-Empowered Structural Element Graph
NAACL 2024
EmoBench: Evaluating the Emotional Intelligence of Large Language Models
ACL 2024
ToMBench: Benchmarking Theory of Mind in Large Language Models
ACL 2024
CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response Generation
ACL 2023
Facilitating Multi-turn Emotional Support Conversation with Positive Emotion Elicitation: A Reinforcement Learning Approach
ACL 2023
Aligning Recommendation and Conversation via Dual Imitation
EMNLP 2022
CDConv: A Benchmark for Contradiction Detection in Chinese Conversations
EMNLP 2022
CR-GIS: Improving Conversational Recommendation via Goal-aware Interest Sequence Modeling
COLING 2022
TopKG: Target-oriented Dialog via Global Planning on Knowledge Graph
COLING 2022
CRFR: Improving Conversational Recommender Systems via Flexible Fragments Reasoning on Knowledge Graphs
EMNLP 2021