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Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation
29 May 2025
Ziling Cheng
Meng Cao
Leila Pishdad
Yanshuai Cao
Jackie Chi Kit Cheung
LRM
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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
72
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
1