EdinburghNLP/awesome-hallucination-detection resource

Health v2 · maintenance only

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Adoption not part of the score

1125 stars · 91 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of papers on hallucination detection in large language models, with summaries of metrics, datasets, and methods. It serves as a research reference rather than executable software.

Use cases

• find papers on detecting llm hallucinations
• survey hallucination detection benchmarks and datasets
• research factuality evaluation methods for llms
• keep up with new hallucination research
• find baselines for a hallucination detection paper

When to choose

• you need a literature survey of LLM hallucination detection
• you are starting research on factuality or hallucination evaluation
• you want curated paper summaries with metrics and datasets

When to avoid

• you need runnable detection software or a library
• you want a benchmark dataset rather than a paper list

Facets

learning-resource · maturity active

nlp llm-inference documentation large-language-models artificial-intelligence awesome-lists awesome-list hallucination-detection papers research llm-evaluation natural-language-processing web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="EdinburghNLP/awesome-hallucination-detection")