Updated 10 months ago
eval-suite
[ACL 2024] User-friendly evaluation framework: Eval Suite & Benchmarks: UHGEval, HaluEval, HalluQA, etc.
Updated 10 months ago
lrv-instruction
[ICLR'24] Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
Updated 10 months ago
https://github.com/amazon-science/refchecker
RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Language Models.
Updated 10 months ago
https://github.com/cvs-health/uqlm
UQLM: Uncertainty Quantification for Language Models, is a Python package for UQ-based LLM hallucination detection
Updated 10 months ago
sfrc
sFRC: To detect hallucinated regions in medical images reconstructed using AI
Updated 10 months ago
icsfsurvey
Explore concepts like Self-Correct, Self-Refine, Self-Improve, Self-Contradict, Self-Play, and Self-Knowledge, alongside o1-like reasoning elevation🍓 and hallucination alleviation🍄.