MWPToolkit is an open-source framework for math word problem(MWP) solvers.
[ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models (LLMs + MCTS + Self-Improvement)
[ACL 2024] Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning
[ACL 2023] Learning Multi-step Reasoning by Solving Arithmetic Tasks. https://arxiv.org/abs/2306.01707
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)
Solving Math Word Problems Using Language Models and Contrastive Loss
The implementation of the Explicit Feature Extraction (EFE) Reasoner, a model designed to improve reasoning about numerical magnitudes in math word problems.
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