MWPToolkit is an open-source framework for math word problem(MWP) solvers.

[ACL 2024] Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning

[ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models (LLMs + MCTS + Self-Improvement)

Code & data for ICLR 2024 spotlight paper: 🍯MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data

[ACL 2023] Learning Multi-step Reasoning by Solving Arithmetic Tasks. https://arxiv.org/abs/2306.01707

MathBot is a transformer-based Math Word Problem (MWP) solver made as the Lab project for CSE 4622: Machine Learning Lab.

A list of Numerical Multimodal reasoning papers and their implementation

ArMATH: The Arabic Math Word Problem dataset. Accepted in LREC2022

Official repository of ATHENA (Attention-based THought Expansion Network Architecture) for Mathematical Reasoning

Mathematical Operation Organizer(MOO)

This repository contains the code, data, and models of the paper titled "Math Word Problem Solving by Generating Linguistic Variants of Problem Statements" published in the Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop).

Solving Math Word Problems Using Language Models and Contrastive Loss

Companion page for "Artificial Intelligence for Mathematical Reasoning: An Integrated Survey of Language Models, Neuro-symbolic Systems, and Verified Discovery." A curated four-axis index covering MWPs, LLMs and reasoning models, multimodal geometry, Lean theorem proving, and verified discovery (FunSearch, AlphaEvolve, Erdős problems).

The implementation of the Explicit Feature Extraction (EFE) Reasoner, a model designed to improve reasoning about numerical magnitudes in math word problems.

This repository provides HAWP: a dataset for Hindi Word Problem Solving and a baseline (LREC 2022)