Zhibin Gou

ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving

2023 · arXiv (Cornell University)

Large language models have made significant progress in various language tasks, yet they still struggle with complex mathematics. In this paper, we propose ToRA a series of Tool-integrated Reasoning Agents designed to solve challenging mathematical …

CriticBench: Benchmarking LLMs for Critique-Correct Reasoning

2024

The ability of Large Language Models (LLMs) to critique and refine their reasoning is crucial for their application in evaluation, feedback provision, and self-improvement.This paper introduces CRITICBENCH, a comprehensive benchmark designed to assess LLMs' abilities …