Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation

29 May 2025

Papers citing "Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation"

3 / 3 papers shown

Title
Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs Ziling Cheng Meng Cao Marc-Antoine Rondeau Jackie Chi Kit Cheung LRM 69 1 0 28 May 2025
Arithmetic Without Algorithms: Language Models Solve Math With a Bag of Heuristics Yaniv Nikankin Anja Reusch Aaron Mueller Yonatan Belinkov AIFin LRM 129 33 0 28 Oct 2024
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning Zayne Sprague Fangcong Yin Juan Diego Rodriguez Dongwei Jiang Manya Wadhwa Prasann Singhal Xinyu Zhao Xi Ye Kyle Mahowald Greg Durrett ReLM LRM 247 132 0 18 Sep 2024