hallucination-detection topic

List hallucination-detection repositories

uptrain

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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

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[ACL 2024] User-friendly evaluation framework: Eval Suite & Benchmarks: UHGEval, HaluEval, HalluQA, etc.

EasyDetect

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An Easy-to-use Hallucination Detection Framework for LLMs.

PHUDGE

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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

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Code for the EMNLP 2024 paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"

EasyDetect

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[ACL 2024] An Easy-to-use Hallucination Detection Framework for LLMs.

ANAH

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[ACL 2024] ANAH & [NeurIPS 2024] ANAH-v2

Awesome-LVLM-Hallucination

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up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources

VideoHallucer

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VideoHallucer, The first comprehensive benchmark for hallucination detection in large video-language models (LVLMs)