MAWPS

MAth Word ProblemS

Dataset Information
Languages
English
Introduced
2016
License
Unknown
Homepage
Official Website
Contents

Overview

MAWPS is an online repository of Math Word Problems, to provide a unified testbed to evaluate different algorithms.
MAWPS allows for the automatic construction of datasets with particular characteristics, providing tools for tuning the lexical and template overlap of a dataset as well as for filtering ungrammatical problems from web-sourced corpora. The online nature of this repository facilitates easy community contribution.
Amassed 3,320 problems, including the full datasets used in several previous works.

Variants: MAWPS

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Math Word Problem Solving OpenMath-CodeLlama-70B (w/ code) OpenMathInstruct-1: A 1.8 Million Math … 2024-02-15
Math Word Problem Solving ATHENA (roberta-base) ATHENA: Mathematical Reasoning with Thought … 2023-11-02
Math Word Problem Solving ATHENA (roberta-large) ATHENA: Mathematical Reasoning with Thought … 2023-11-02
Math Word Problem Solving Exp-Tree An Expression Tree Decoding Strategy … 2023-10-14
Math Word Problem Solving LLaMA 2-Chat Llama 2: Open Foundation and … 2023-07-18
Math Word Problem Solving GPT-3 text-babbage-001 (6.7B) Math Word Problem Solving by … 2023-06-24
Math Word Problem Solving DeBERTa (PM + VM) Math Word Problem Solving by … 2023-06-24
Math Word Problem Solving GPT-3.5 turbo (175B) Math Word Problem Solving by … 2023-06-24
Math Word Problem Solving GPT-J Math Word Problem Solving by … 2023-06-24
Math Word Problem Solving GPT-3 text-curie-001 (13B) Math Word Problem Solving by … 2023-06-24
Math Word Problem Solving MsAT-DeductReasoner Learning Multi-Step Reasoning by Solving … 2023-06-02
Math Word Problem Solving Multi-view Multi-View Reasoning: Consistent Contrastive Learning … 2022-10-21
Math Word Problem Solving Roberta-DeductReasoner Learning to Reason Deductively: Math … 2022-03-19
Math Word Problem Solving Graph2Tree with RoBERTa Are NLP Models really able … 2021-03-12
Math Word Problem Solving GTS with RoBERTa Are NLP Models really able … 2021-03-12

Research Papers

Recent papers with results on this dataset:

External Links: