Evaluating Step-by-step Reasoning Traces: A Survey

17 February 2025

Papers citing "Evaluating Step-by-step Reasoning Traces: A Survey"

7 / 7 papers shown

Title
Modeling Beyond MOS: Quality Assessment Models Must Integrate Context, Reasoning, and Multimodality M. A. Kerkouri Marouane Tliba Aladine Chetouani Nour Aburaed Alessandro Bruno 27 0 0 26 May 2025
Scaling Evaluation-time Compute with Reasoning Models as Process Evaluators Seungone Kim Ian Wu Jinu Lee Xiang Yue Seongyun Lee ... Kiril Gashteovski Carolin (Haas) Lawrence Julia Hockenmaier Graham Neubig Sean Welleck LRM 65 2 0 25 Mar 2025
Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs Xin Lai Zhuotao Tian Yukang Chen Senqiao Yang Xiangru Peng Jiaya Jia LRM 83 104 0 26 Jun 2024
A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains Alon Jacovi Yonatan Bitton Bernd Bohnet Jonathan Herzig Or Honovich Michael Tseng Michael Collins Roee Aharoni Mor Geva LRM 62 22 0 01 Feb 2024
Reasoning with Language Model is Planning with World Model Shibo Hao Yi Gu Haodi Ma Joshua Jiahua Hong Zhen Wang D. Wang Zhiting Hu ReLM LRM LLMAG 78 539 0 24 May 2023
AR-LSAT: Investigating Analytical Reasoning of Text Wanjun Zhong Siyuan Wang Duyu Tang Zenan Xu Daya Guo Jiahai Wang Jian Yin Ming Zhou Nan Duan ELM 57 43 0 14 Apr 2021
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 70 1,621 0 14 Mar 2018