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Li-Zhen Qu

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ReGround: Grounding Reviewer Comments in Multimodal Evidence

ReGround is introduced, a large-scale dataset for reviewer comment grounding that links 10,267 reviewer comments to 16,274 evidence in the original anonymous submission of 3,656 papers and exposes grounding reviewer comments as a difficult and practically important problem for scientific document understanding.

Serwar Basch, Li-Zhen Qu, Iryna Gurevych · 0 citations

ReBeCA: Unveiling Interpretable Behavior Hierarchy behind the Iterative Self-Reflection of Language Models with Causal Analysis

ReBeCA is introduced, a framework for analyzing the interpretable behavioral hierarchy governing the self-reflection outcome by modeling self-reflection trajectories as causal graphs and selecting observed parent candidates and evaluating their stability through a three-stage ICP-based pipeline.

Tian-Qiang Yan, Sihan Shang, Yu-Heng Li et al. · 1 citation

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