This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.
☆596Feb 12, 2024Updated 2 years ago
Alternatives and similar repositories for HaluEval
Users that are interested in HaluEval are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆50Jan 7, 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 …☆1,085Sep 27, 2025Updated 11 months ago
- List of papers on hallucination detection in LLMs.☆1,127Jul 24, 2026Updated last month
- A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic…☆457Apr 13, 2025Updated last year
- SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models☆628Jun 26, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- TruthfulQA: Measuring How Models Imitate Human Falsehoods☆942Jan 16, 2025Updated last year
- Code and data for the FACTOR paper☆54Nov 15, 2023Updated 2 years ago
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆65Dec 25, 2023Updated 2 years ago
- Token-level Reference-free Hallucination Detection☆98Jul 25, 2023Updated 3 years ago
- Inference-Time Intervention: Eliciting Truthful Answers from a Language Model☆583Jan 28, 2025Updated last year
- ☆90Nov 11, 2022Updated 3 years ago
- FacTool: Factuality Detection in Generative AI☆933Aug 19, 2024Updated 2 years ago
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆83Jul 31, 2023Updated 3 years ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆64Mar 30, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆558Jul 12, 2026Updated last month
- ☆43Sep 3, 2024Updated 2 years ago
- [ACL 2024] User-friendly evaluation framework: Eval Suite & Benchmarks: UHGEval, HaluEval, HalluQA, etc.☆182Jun 7, 2025Updated last year
- This is the code for the paper "Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation".☆38Apr 15, 2026Updated 4 months ago
- Dataset and evaluation code for measuring hallucinations in Chinese large language models☆139Jun 5, 2024Updated 2 years ago
- Resources for the "Evaluating the Factual Consistency of Abstractive Text Summarization" paper☆305May 1, 2025Updated last year
- Do Large Language Models Know What They Don’t Know?☆105Nov 8, 2024Updated last year
- ☆58Jun 30, 2023Updated 3 years ago
- ☆283Jan 6, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆22Jan 5, 2024Updated 2 years ago
- LLM hallucination paper list☆338Mar 11, 2024Updated 2 years ago
- Paper List for In-context Learning 🌷☆874Oct 8, 2024Updated last year
- BeHonest: Benchmarking Honesty in Large Language Models☆36Aug 15, 2024Updated 2 years ago
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆528Oct 9, 2024Updated last year
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆572Oct 28, 2024Updated last year
- A Bilingual Role Evaluation Benchmark for Large Language Models☆44Jan 9, 2024Updated 2 years ago
- ACL2023 - AlignScore, a metric for factual consistency evaluation.☆169Mar 11, 2024Updated 2 years ago
- [ICLR24] The open-source repo of THU-KEG's KoLA benchmark.☆57Sep 28, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆16Sep 27, 2023Updated 2 years ago
- [ACL 23] CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors☆42Dec 14, 2025Updated 8 months ago
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".☆2,104Oct 5, 2023Updated 2 years ago
- RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Langua…☆434May 16, 2025Updated last year
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆269Dec 2, 2024Updated last year
- Collection of papers for scalable automated alignment.☆90Oct 22, 2024Updated last year
- Measuring Massive Multitask Language Understanding | ICLR 2021☆1,616May 28, 2023Updated 3 years ago