TianHongZXY/CoRe
[ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models (LLMs + MCTS + Self-Improvement)
This project helps researchers and AI developers working on natural language processing to build more accurate systems for solving math word problems. It takes in datasets of math word problems and outputs fine-tuned language models capable of solving them, along with verification models to check the answers. It's designed for those developing advanced AI solvers for complex quantitative reasoning tasks.
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Use this if you are an AI researcher or developer focused on improving the performance of language models on mathematical word problems.
Not ideal if you are looking for an off-the-shelf tool to solve math problems directly without expertise in model training and development.
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Python
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Last pushed
Dec 15, 2023
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