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Awesome-LLM-hallucination

LLM hallucination paper list

Our verdict

Not reviewed yet

We have not reviewed Awesome-LLM-hallucination yet

No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.

How we review records

From the listing

About Awesome-LLM-hallucination

A curated GitHub repository listing research papers on hallucination in large language models. It organizes papers by category to help developers and researchers track mitigation strategies and detection methods.

Best for

Researchers and developers seeking a comprehensive paper bibliography on LLM hallucination

Use cases

  • Surveying academic literature on LLM hallucination causes and solutions
  • Identifying detection techniques for hallucinated outputs
  • Benchmarking model reliability against known hallucination taxonomies

Notes

335 stars on GitHub. Last updated 2024-03-11. Licensed MIT.

Pros

  • Structured categorization of papers for quick reference
  • Active community maintenance with 335 stars
  • Free and open access to a centralized resource

Cons

  • Limited to paper listings, no code or tooling provided
  • May not cover the most recent preprints or industry practices
  • No built-in evaluation or testing capabilities

Key facts

What we have checked

GitHub stars
338
Checked github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438

Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.

Stars and usage

How Awesome-LLM-hallucination is growing

GitHub stars

335 to 338

stars. 12 July 2026 to 26 Sept 2026, 2 readings.

Source: github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438. Checked .

Sources

Where this comes from

  • github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry

    Checked · GitHub stars

A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.

Changelog

What changed

No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.

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