Math23K

Math23K for Math Word Problem Solving

Dataset Information
Modalities
Texts
Languages
Chinese
Introduced
2017
License
Unknown
Homepage
Official Website
Contents

Overview

Math23K is a dataset created for math word problem solving, contains 23, 162 Chinese problems crawled from the Internet. Refer to our paper for more details:
The dataset is originally introduced in the paper Deep Neural Solver for Math Word Problems. The original files are originally split into train/test split, while other research efforts (https://github.com/2003pro/Graph2Tree) perform the train/dev/test split.

Variants: Math23K

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Math Word Problem Solving GPT-4 (Teaching-Inspired) Teaching-Inspired Integrated Prompting Framework: A … 2024-10-10
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 Multi-view* (ours) 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 Recall and Learn Recall and Learn: A Memory-augmented … 2021-09-27
Math Word Problem Solving Generate and Rank Generate & Rank: A Multi-task … 2021-09-07
Math Word Problem Solving RoBERTaGen MWPToolkit: An Open-Source Framework for … 2021-09-02
Math Word Problem Solving MWP-BERT MWP-BERT: Numeracy-Augmented Pre-training for Math … 2021-07-28
Math Word Problem Solving LBF Learning by Fixing: Solving Math … 2020-12-19
Math Word Problem Solving SAU-Solver Semantically-Aligned Universal Tree-Structured Solver for … 2020-10-14

Research Papers

Recent papers with results on this dataset:

External Links: