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Papers
Act as you think: Reinforcing Consistent Reasoning in Medical Visual Question Answering
ACL 2026
CSTree-SRI: Introspection-Driven Cognitive Semantic Tree for Multi-Turn Question Answering over Extra-Long Contexts
ACL 2025
Introducing Verification Task of Set Consistency with Set-Consistency Energy Networks
ACL 2025
LoCt-Instruct: An Automatic Pipeline for Constructing Datasets of Logical Continuous Instructions
EMNLP 2025
MLD-EA: Check and Complete Narrative Coherence by Introducing Emotions and Actions
COLING 2025
RATT: A Thought Structure for Coherent and Correct LLM Reasoning
AAAI 2025
The Lawyer That Never Thinks: Consistency and Fairness as Keys to Reliable AI
ACL 2025
What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning
AAAI 2025