hallucination-detection topic
uptrain
UpTrain is an open-source unified platform to evaluate and improve Generative AI applications. We provide grades for 20+ preconfigured checks (covering language, code, embedding use-cases), perform ro...
UHGEval
[ACL 2024] User-friendly evaluation framework: Eval Suite & Benchmarks: UHGEval, HaluEval, HalluQA, etc.
EasyDetect
An Easy-to-use Hallucination Detection Framework for LLMs.
PHUDGE
Official repo for the paper PHUDGE: Phi-3 as Scalable Judge. Evaluate your LLMs with or without custom rubric, reference answer, absolute, relative and much more. It contains a list of all the availab...
Lookback-Lens
Code for the EMNLP 2024 paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"
EasyDetect
[ACL 2024] An Easy-to-use Hallucination Detection Framework for LLMs.
ANAH
[ACL 2024] ANAH & [NeurIPS 2024] ANAH-v2
Awesome-LVLM-Hallucination
up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources
VideoHallucer
VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)