What Makes Math Word Problems Challenging for LLMs?

17 March 2024

Papers citing "What Makes Math Word Problems Challenging for LLMs?"

10 / 10 papers shown

Title
Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey Da Zheng Lun Du Junwei Su Yuchen Tian Yuqi Zhu Jintian Zhang Lanning Wei Ningyu Zhang H. Chen LRM 52 0 0 06 May 2025
What's the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token Patterns Michael A. Hedderich Anyi Wang Raoyuan Zhao Florian Eichin Barbara Plank 30 0 0 22 Apr 2025
Reasoning and Sampling-Augmented MCQ Difficulty Prediction via LLMs Wanyong Feng Peter Tran S. Sireci Andrew S. Lan 31 0 0 11 Mar 2025
HalluCounter: Reference-free LLM Hallucination Detection in the Wild! Ashok Urlana Gopichand Kanumolu Charaka Vinayak Kumar B. Garlapati Rahul Mishra HILM 56 0 0 06 Mar 2025
Learning by Analogy: Enhancing Few-Shot Prompting for Math Word Problem Solving with Computational Graph-Based Retrieval Xiaocong Yang Jiacheng Lin Z. Wang Chengxiang Zhai ReLM 73 0 0 25 Nov 2024
Cracking the Code: Multi-domain LLM Evaluation on Real-World Professional Exams in Indonesia Fajri Koto ELM 39 2 0 13 Sep 2024
SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models Kaushal Kumar Maurya KV Aditya Srivatsa Ekaterina Kochmar 36 2 0 16 Aug 2024
Exposing the Achilles' Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning Joykirat Singh A. Nambi Vibhav Vineet LRM 27 5 0 16 Jun 2024
Harnessing the Power of Multiple Minds: Lessons Learned from LLM Routing KV Aditya Srivatsa Kaushal Kumar Maurya Ekaterina Kochmar 46 15 0 01 May 2024
Adversarial Math Word Problem Generation Roy Xie Chengxuan Huang Junlin Wang Bhuwan Dhingra AAML 25 1 0 27 Feb 2024