Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems?

1 April 2025

Papers citing "Recitation over Reasoning: How Cutting-Edge Language Models Can Fail on Elementary School-Level Reasoning Problems?"

4 / 4 papers shown

Title
Detection and Mitigation of Hallucination in Large Reasoning Models: A Mechanistic Perspective Zhongxiang Sun Qipeng Wang Haoyu Wang Xiao Zhang Jun Xu HILM LRM 41 0 0 19 May 2025
S1-Bench: A Simple Benchmark for Evaluating System 1 Thinking Capability of Large Reasoning Models Wenyuan Zhang Jiawei Sheng Xinghua Zhang Zefeng Zhang Tingwen Liu ELM LRM 58 2 0 14 Apr 2025
Right Prediction, Wrong Reasoning: Uncovering LLM Misalignment in RA Disease Diagnosis Umakanta Maharana Sarthak Verma Avarna Agarwal Prakashini Mruthyunjaya Dwarikanath Mahapatra Sakir Ahmed Murari Mandal 296 0 0 09 Apr 2025
A Sober Look at Progress in Language Model Reasoning: Pitfalls and Paths to Reproducibility Andreas Hochlehnert Hardik Bhatnagar Vishaal Udandarao Samuel Albanie Ameya Prabhu Matthias Bethge ReLM ALM LRM 101 9 0 09 Apr 2025