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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

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
Show:102550
← PrevPage 1 of 11Next →
All datasetsMATHSVAMPMAWPSMath23KALG514ASDiv-AParaMAWPSDRAW-1KMathQASVAMP (1:N)GSM-PlusMATH minival

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ATHENA (roberta-large)Execution Accuracy67.8—Unverified
2ATHENA (roberta-base)Execution Accuracy52.5—Unverified