ResearchTrend.AI
Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs

Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs

Zhiyong Yang
Yanzhe Zhang
Yudong Wang
Ziyao Xu
Junyang Lin
Zhifang Sui
    LRM
ArXiv (abs)PDFHTML

Papers citing "Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs"

2 / 2 papers shown
Title
When Do LLMs Admit Their Mistakes? Understanding the Role of Model Belief in Retraction
When Do LLMs Admit Their Mistakes? Understanding the Role of Model Belief in Retraction
Yuqing Yang
Robin Jia
KELMLRM
110
1
0
22 May 2025
Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning
Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning
Peiying Yu
Guoxin Chen
Jingjing Wang
LLMAGLMTDLRM
129
8
0
17 Feb 2025