ToRA is a series of Tool-integrated Reasoning LLM Agents designed to solve challenging mathematical reasoning problems by interacting with tools [ICLR'24].

Resources of deep learning for mathematical reasoning (DL4MATH).

[NeurIPS 2024] Code for the paper "Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models"

Small and Efficient Mathematical Reasoning LLMs

[ACL'24] Code and data of paper "When is Tree Search Useful for LLM Planning? It Depends on the Discriminator"

[EMNLP 2023, Findings] GRACE: Discriminator-Guided Chain-of-Thought Reasoning

Code and Data Repo for [NeurIPS 2024] Paper "Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning"

[ACL 2024 Findings] The official repo for "ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models".

The lecture notes for my discrete mathematics classes.

MathPrompter Implementation: This repository hosts an implementation based on the 'MathPrompter: Mathematical Reasoning Using Large Language Models' paper by Microsoft Research. The code replicates the methods discussed in the paper.

Fuzzy reasoning of Generalized Quantifiers (EMNLP 2024)

[AAAI 2025] Assessing the Creativity of LLMs in Proposing Novel Solutions to Mathematical Problems

GSM8K-Consistency is a benchmark database for analyzing the consistency of Arithmetic Reasoning on GSM8K.

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).

This dataset aggregates carefully selected elementary-level math problems from various existing resources, providing an optimal mix for testing and enhancing math-solving chatbots for young learners.