List of papers on hallucination detection in LLMs.
☆1,062Mar 22, 2026Updated this week
Alternatives and similar repositories for awesome-hallucination-detection
Users that are interested in awesome-hallucination-detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- LLM hallucination paper list☆332Mar 11, 2024Updated 2 years ago
- 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 …☆1,077Sep 27, 2025Updated 6 months ago
- This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.☆567Feb 12, 2024Updated 2 years ago
- SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models☆606Jun 26, 2024Updated last year
- Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models☆813Updated this week
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic…☆423Apr 13, 2025Updated 11 months ago
- ☆58Jun 30, 2023Updated 2 years ago
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆235Dec 2, 2024Updated last year
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆64Dec 25, 2023Updated 2 years ago
- [IJCAI 2024] FactCHD: Benchmarking Fact-Conflicting Hallucination Detection☆90Apr 28, 2024Updated last year
- RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Langua…☆417May 16, 2025Updated 10 months ago
- 📖 A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).☆996Sep 27, 2025Updated 6 months ago
- Leaderboard Comparing LLM Performance at Producing Hallucinations when Summarizing Short Documents☆3,150Mar 20, 2026Updated last week
- ☆76Feb 16, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Inference-Time Intervention: Eliciting Truthful Answers from a Language Model☆573Jan 28, 2025Updated last year
- Source code of our paper MIND, ACL 2024 Long Paper☆64Nov 14, 2025Updated 4 months ago
- Must-read Papers on Knowledge Editing for Large Language Models.☆1,222Jul 12, 2025Updated 8 months ago
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆544Jan 17, 2025Updated last year
- Code for the EMNLP 2024 paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"☆147Oct 13, 2025Updated 5 months ago
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆341Apr 25, 2024Updated last year
- Official Code for EMNLP2023 Main Conference paper: "KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detec…☆30Nov 14, 2023Updated 2 years ago
- Resources for the "Evaluating the Factual Consistency of Abstractive Text Summarization" paper☆308May 1, 2025Updated 10 months ago
- Codebase for reproducing the experiments of the semantic uncertainty paper (short-phrase and sentence-length experiments).☆407Apr 12, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- ☆43Jul 10, 2024Updated last year
- 😎 curated list of awesome LMM hallucinations papers, methods & resources.☆150Mar 23, 2024Updated 2 years ago
- Official repo for SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency☆39Jan 18, 2025Updated last year
- ACL2023 - AlignScore, a metric for factual consistency evaluation.☆156Mar 11, 2024Updated 2 years ago
- A framework for few-shot evaluation of language models.☆11,802Mar 18, 2026Updated last week
- ☆49Jan 7, 2024Updated 2 years ago
- ☆185Jun 20, 2024Updated last year
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆62Mar 30, 2024Updated last year
- [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.☆2,745Mar 4, 2026Updated 3 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- ☆191Mar 8, 2026Updated 2 weeks ago
- A library for advanced large language model reasoning☆2,339Jun 10, 2025Updated 9 months ago
- This repository collects all relevant resources about interpretability in LLMs☆392Nov 1, 2024Updated last year
- Train transformer language models with reinforcement learning.☆17,781Updated this week
- A reading list on LLM based Synthetic Data Generation 🔥☆1,531Jun 5, 2025Updated 9 months ago
- TruthfulQA: Measuring How Models Imitate Human Falsehoods☆894Jan 16, 2025Updated last year
- Resources for paper "DialSummEval: Revisiting summarization evaluation for dialogues"☆15Jul 22, 2025Updated 8 months ago