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Benchmarking LLMs for Optimization Modeling and Enhancing Reasoning via Reverse Socratic Synthesis.
Zhicheng Yang
Yinya Huang
Wei Shi
Liang Feng
Linqi Song
Yiwei Wang
Xiaodan Liang
Jing Tang
Published in:
CoRR (2024)
Keyphrases
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knowledge base
optimization problems
optimization algorithm
expert systems
database
artificial intelligence
evolutionary algorithm
tutoring system
probabilistic reasoning
optimization model
spatial reasoning
model based reasoning
program synthesis