HillZhang1999/llm-hallucination-survey resource
Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models" observed · 2026-08-28
Health v2 · maintenance only
48/100
- Activity 44
- Release rhythm 35
- Longevity 82
Flags: no_releases no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 1150
- days_rel: n/a
- days_push: 340
- n_releases_24m: 0
Adoption not part of the score
1085 stars · 57 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A curated reading list of research papers on hallucination in large language models, organized by evaluation, sources, and mitigation. It accompanies the survey paper 'Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models'.
Use cases
- find papers on LLM hallucination detection
- survey methods for mitigating hallucinations in language models
- learn about hallucination taxonomies and benchmarks
- research reading list for hallucination in NLG tasks
- find hallucination evaluation benchmarks for LLMs
- study causes of fact-conflicting model outputs
When to avoid
- you need runnable software or code for hallucination detection
- you want a tool to automatically measure hallucinations in production
Facets
learning-resource · maturity active
nlp documentation large-language-models artificial-intelligence tutorials cross-platform awesome-list reading-list hallucination survey-paper llm-evaluation research natural-language-processing
6 sources
- readme: https://github.com/HillZhang1999/llm-hallucination-survey · fetched 2026-08-28 · 6a047b4364c2
- homepage: https://arxiv.org/abs/2309.01219 · fetched 2026-08-29 · 7bbec6c3b6c3
- site_page: https://info.arxiv.org/about/donate.html · fetched 2026-08-29 · cca9c3a11c56
- site_page: https://info.arxiv.org/about/ourmembers.html · fetched 2026-08-29 · 47cbc55ff1de
- site_page: https://info.arxiv.org/about · fetched 2026-08-29 · a1f16f915a9a
- site_page: https://info.arxiv.org/labs/index.html · fetched 2026-08-29 · b14a8d05a0ec
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| HillZhang1999/llm-hallucination-survey | main | 48 |
For agents
markdown · JSON · MCP: product_card(name="HillZhang1999/llm-hallucination-survey")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem