Popular GitHub Repositories for Consistency

Official repo for SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency

The released data for paper "Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models".

Implementation of models in our EMNLP 2019 paper: A Logic-Driven Framework for Consistency of Neural Models

DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models

mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models (ACL 2024)