2 papers
cs.CL2026
Enhancing Self-Correction in Large Language Models through Multi-Perspective Reflection
Mariana Costa, Alberlucia Rafael Soarez, Daniel Kim +1
While Chain-of-Thought (CoT) prompting advances LLM reasoning, challenges persist in consistency, accuracy, and self-correction, especially for complex or ethically sensitive tasks…
cs.CL2025
CLEAR: Contrasting Textual Feedback with Experts and Amateurs for Reasoning
Andrew Rufail, Daniel Kim, Sean O'Brien +1
We introduce CLEAR (Contrasting Textual Feedback with Experts and Amateurs for Reasoning), a novel approach to language model reasoning that leverages the strengths of a larger (ex…