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self-consistency-benchmark

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SuperBruceJia / Awesome-LLM-Self-Consistency

Awesome LLM Self-Consistency: a curated list of Self-consistency in Large Language Models

semantics reasoning self-consistency pretrained-language-model gpt-3 factual-consistency gpt-4 llms chain-of-thought chatgpt self-consistency-learning logical-consistency self-consistent-generation self-consistency-benchmark llms-reasoning semantics-preserving semantics-consistency hypothetical-consistency compositional-consistency

Updated Mar 4, 2024

SuperBruceJia / GSM8K-Consistency

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

Updated Dec 31, 2023

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