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Peiying Yu

2 accepted papers

2025

C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation

ICML 2025poster

Retrieval-augmented generation (RAG) systems face a fundamental challenge in aligning independently developed retrievers and large language models (LLMs). Existing approaches typically involve modifying either component or introducing simple intermediate modules, resulting in practical limitations a…

Cited by 1SourcePDFScholar
2025

Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning

ACL 2025long

Despite the remarkable capabilities of large language models (LLMs) in various reasoning tasks, they still struggle with table reasoning tasks, particularly in maintaining consistency throughout multi-step reasoning processes. While existing approaches have explored various decomposition strategies,…