SOTAVerified

Math Word Problem Solving

A math word problem is a mathematical exercise (such as in a textbook, worksheet, or exam) where significant background information on the problem is presented in ordinary language rather than in mathematical notation. As most word problems involve a narrative of some sort, they are sometimes referred to as story problems and may vary in the amount of technical language used.

Papers

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Showing 1–10 of 107 papers

TitleStatusHype
A Diversity-Enhanced Knowledge Distillation Model for Practical Math Word Problem SolvingCode0
Learning by Analogy: Enhancing Few-Shot Prompting for Math Word Problem Solving with Computational Graph-Based Retrieval—0
SBI-RAG: Enhancing Math Word Problem Solving for Students through Schema-Based Instruction and Retrieval-Augmented GenerationCode0
When Not to Answer: Evaluating Prompts on GPT Models for Effective Abstention in Unanswerable Math Word Problems—0
Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language ModelsCode0
OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction DataCode4
Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement—0
Qwen2 Technical ReportCode13
Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMsCode3
DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-SolvingCode2
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All datasetsMATHSVAMPMAWPSMath23KALG514ASDiv-AParaMAWPSDRAW-1KMathQASVAMP (1:N)GSM-PlusMATH minival

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-41:1 Accuracy85.6—Unverified