EdinburghNLP/awesome-hallucination-detection
A curated collection of 140+ academic papers on detecting and mitigating hallucinations in large language models.
★1.1k stars Learning
Not currently ranked — collecting fresh signals.
star history
This EdinburghNLP repository aggregates research papers on hallucination detection in LLMs, including summaries with evaluation metrics, datasets, and methodology details. The collection covers approaches such as uncertainty quantification, retrieval-augmented generation, and runtime claim verification for improving LLM factuality and reliability.
Frequently asked
- What is EdinburghNLP/awesome-hallucination-detection?
- A curated collection of 140+ academic papers on detecting and mitigating hallucinations in large language models.
- Is awesome-hallucination-detection open source?
- Yes — EdinburghNLP/awesome-hallucination-detection is open source, released under the Apache-2.0 license.
- How popular is awesome-hallucination-detection?
- EdinburghNLP/awesome-hallucination-detection has 1.1k stars on GitHub.
- Where can I find awesome-hallucination-detection?
- EdinburghNLP/awesome-hallucination-detection is on GitHub at https://github.com/EdinburghNLP/awesome-hallucination-detection.