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Papers
EDUMATH: Generating Standards-aligned Educational Math Word Problems
ACL 2026
A Compact Model for Mathematics Problem Representations Distilled from BERT
AAAI 2025
A Dataset of Ancient Chinese Math Word Problems and an Application for Research in Historic Mathematics
NAACL 2025
Ask-Before-Detection: Identifying and Mitigating Conformity Bias in LLM-Powered Error Detector for Math Word Problem Solutions
ACL 2025
Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation
EMNLP 2025
Can LLMs Solve Longer Math Word Problems Better?
ICLR 2025
Educators’ Perceptions of Large Language Models as Tutors: Comparing Human and AI Tutors in a Blind Text-only Setting
ACL 2025
Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework
EMNLP 2025
Exposing the Achilles’ Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning
ACL 2025
Generating Pedagogically Meaningful Visuals for Math Word Problems: A New Benchmark and Analysis of Text-to-Image Models
ACL 2025
LLMs cannot spot math errors, even when allowed to peek into the solution
EMNLP 2025
StatsChartMWP: A Dataset for Evaluating Multimodal Mathematical Reasoning Abilities on Math Word Problems with Statistical Charts
EMNLP 2025
Template-Driven LLM-Paraphrased Framework for Tabular Math Word Problem Generation
AAAI 2025
TMATH A Dataset for Evaluating Large Language Models in Generating Educational Hints for Math Word Problems
COLING 2025
TreeCut: A Synthetic Unanswerable Math Word Problem Dataset for LLM Hallucination Evaluation
ACL 2025
Adversarial Math Word Problem Generation
EMNLP 2024
Benchmarking Hallucination in Large Language Models Based on Unanswerable Math Word Problem
COLING 2024
ControlMath: Controllable Data Generation Promotes Math Generalist Models
EMNLP 2024
Get an A in Math: Progressive Rectification Prompting
AAAI 2024
Instructing Large Language Models to Identify and Ignore Irrelevant Conditions
NAACL 2024
MathAttack: Attacking Large Language Models towards Math Solving Ability
AAAI 2024
MATHWELL: Generating Educational Math Word Problems Using Teacher Annotations
EMNLP 2024
Rationales for Answers to Simple Math Word Problems Confuse Large Language Models
ACL 2024
Towards Human-aligned Evaluation for Linear Programming Word Problems
COLING 2024
What Makes Math Word Problems Challenging for LLMs?
NAACL 2024