The lecture notes for my discrete mathematics classes.

Resources of deep learning for mathematical reasoning (DL4MATH).

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

Small and Efficient Mathematical Reasoning LLMs

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

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

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

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".

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