RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Language Models.
☆434May 16, 2025Updated last year
Alternatives and similar repositories for RefChecker
Users that are interested in RefChecker are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆24Feb 3, 2024Updated 2 years ago
- RAGChecker: A Fine-grained Framework For Diagnosing RAG☆1,126Dec 13, 2024Updated last year
- SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models☆634Jun 26, 2024Updated 2 years ago
- ACL2023 - AlignScore, a metric for factual consistency evaluation.☆175Mar 11, 2024Updated 2 years ago
- List of papers on hallucination detection in LLMs.☆1,134Jul 24, 2026Updated 2 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆65Dec 25, 2023Updated 2 years ago
- 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
- Scalable Meta-Evaluation of LLMs as Evaluators☆43Feb 15, 2024Updated 2 years ago
- Fact-Checking the Output of Generative Large Language Models in both Annotation and Evaluation.☆118Jan 6, 2024Updated 2 years ago
- This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.☆602Feb 12, 2024Updated 2 years ago
- ☆240Apr 2, 2025Updated last year
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆276Dec 2, 2024Updated last year
- ☆33May 10, 2024Updated 2 years ago
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆340Mar 28, 2026Updated 6 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A flipped classroom series on understanding LLMs for non-CS/AI students☆42Jun 5, 2025Updated last year
- ☆78Feb 16, 2024Updated 2 years ago
- ACL 2021☆26May 24, 2022Updated 4 years ago
- Dataset and evaluation code for measuring hallucinations in Chinese large language models☆139Jun 5, 2024Updated 2 years ago
- Google App Scripts that sends a number of emails from the specific number and that tracks the open status of each email☆17Dec 11, 2024Updated last year
- Benchmarking long-form factuality in large language models. Original code for our paper "Long-form factuality in large language models".☆692Jun 18, 2026Updated 3 months ago
- This is the code for the paper "Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation".☆38Apr 15, 2026Updated 5 months ago
- ☆12Aug 17, 2026Updated last month
- Automated Evaluation of RAG Systems☆738Mar 28, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Code and data for the FACTOR paper☆54Nov 15, 2023Updated 2 years ago
- Metrics to evaluate the quality of responses of your Retrieval Augmented Generation (RAG) applications.☆328Jul 10, 2025Updated last year
- FacTool: Factuality Detection in Generative AI☆935Aug 19, 2024Updated 2 years ago
- [IJCAI 2024] FactCHD: Benchmarking Fact-Conflicting Hallucination Detection☆91Apr 28, 2024Updated 2 years ago
- Supercharge Your LLM Application Evaluations 🚀☆15,975Feb 24, 2026Updated 7 months ago
- An Easy-to-use Hallucination Detection Framework for LLMs.☆64Apr 21, 2024Updated 2 years ago
- Code for "FactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge". EMNLP 2023.☆20Dec 25, 2023Updated 2 years ago
- The code of “Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning”☆17Feb 26, 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 …☆1,087Sep 27, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- LLM hallucination paper list☆338Mar 11, 2024Updated 2 years ago
- The official code of our paper at EMNLP 2022: Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Mo…☆15Feb 17, 2023Updated 3 years ago
- Resources for Retrieval Augmentation for Commonsense Reasoning: A Unified Approach. EMNLP 2022.☆24Nov 23, 2022Updated 3 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
- We believe the ability of an LLM to attribute the text that it generates is likely to be crucial for both system developers and users in …☆55Jul 28, 2023Updated 3 years ago
- RARR: Researching and Revising What Language Models Say, Using Language Models☆53Jun 22, 2023Updated 3 years ago
- ☆10Nov 29, 2024Updated last year