Small and Efficient Mathematical Reasoning LLMs
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Updated
Jan 27, 2024 - Python
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gsm8k
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[ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models (LLMs + MCTS + Self-Improvement)
nlp acl mcts gpt language-model monte-carlo-tree-search bert reasoning deberta gpt-j math-word-problem gpt-j-6b llms chain-of-thought acl2023 gsm8k
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Dec 15, 2023 - Python
DICE: Detecting In-distribution Data Contamination with LLM's Internal State
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Sep 21, 2024 - Python
GSM8K-Consistency is a benchmark database for analyzing the consistency of Arithmetic Reasoning on GSM8K.
prompt prompt-toolkit grade reasoning self-consistency mathematical-reasoning factual-consistency foundation-models large-language-models prompt-engineering arithmetic-reasoning gsm8k grade-school-math logical-consistency self-consistency-benchmark semantics-consistency prompt-perturbation arithmetic-consistency semantics-preserving-transformations semantics-similar
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Updated
Dec 31, 2023
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