Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)
☆65Dec 25, 2023Updated 2 years ago
Alternatives and similar repositories for felm
Users that are interested in felm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆22Feb 3, 2024Updated 2 years ago
- Code and data for the FACTOR paper☆53Nov 15, 2023Updated 2 years ago
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆62Mar 30, 2024Updated 2 years ago
- This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.☆568Feb 12, 2024Updated 2 years ago
- Official code repository for the main conference paper in EMNLP 2022: SubeventWriter: Iterative Sub-event Sequence Generation with Cohere…☆11Oct 16, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- RARR: Researching and Revising What Language Models Say, Using Language Models☆53Jun 22, 2023Updated 2 years ago
- Fact-Checking the Output of Generative Large Language Models in both Annotation and Evaluation.☆115Jan 6, 2024Updated 2 years ago
- SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models☆608Jun 26, 2024Updated last year
- Official code repository for Findings of EMNLP 2022 paper: PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Popula…☆11Oct 18, 2022Updated 3 years ago
- A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic…☆429Apr 13, 2025Updated last year
- ☆43Sep 3, 2024Updated last year
- Official code repository for the paper: AbsPyramid: Benchmarking the Abstration Ability of Language Models with a Unified Entailment Grap…☆13Oct 30, 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
- Source codes for "Preference-grounded Token-level Guidance for Language Model Fine-tuning" (NeurIPS 2023).☆17Jan 8, 2025Updated last year
- 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.
- ☆49Jan 7, 2024Updated 2 years ago
- ☆12Jul 25, 2023Updated 2 years ago
- This repository includes a benchmark and code for the paper "Evaluating LLMs at Detecting Errors in LLM Responses".☆31Aug 18, 2024Updated last year
- ☆40Jun 7, 2023Updated 2 years ago
- ☆17Dec 21, 2023Updated 2 years ago
- The official repository of 'Unnatural Language Are Not Bugs but Features for LLMs'☆24May 20, 2025Updated 10 months ago
- ☆35Dec 17, 2025Updated 3 months ago
- Official implementation of the ACL 2023 paper: "Zero-shot Faithful Factual Error Correction"☆17Aug 14, 2023Updated 2 years ago
- ☆58Jun 30, 2023Updated 2 years 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.
- ☆76Feb 16, 2024Updated 2 years ago
- This is the code for the paper "Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation".☆37Sep 1, 2025Updated 7 months ago
- Data and code for paper "ODSum: New Benchmarks for Open Domain Multi-Document Summarization"☆11Sep 20, 2024Updated last year
- implementation of paper "Large Language Models are In-Context Semantic Reasoners rather than Symbolic Reasoners"☆20Aug 17, 2023Updated 2 years ago
- Token-level Reference-free Hallucination Detection☆97Jul 25, 2023Updated 2 years ago
- This is the code repo for the paper <UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction>☆15Aug 10, 2023Updated 2 years ago
- FactScoreLite is an implementation of the FactScore metric, designed for detailed accuracy assessment in text generation. This package bu…☆13Apr 25, 2024Updated last year
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆61Nov 26, 2023Updated 2 years ago
- List of papers on hallucination detection in LLMs.☆1,067Apr 3, 2026Updated last week
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Highly Efficient Query Rewriter for Passage Retrieval in the realm of Retrieval-Augmented Generation (RAG)☆30May 6, 2025Updated 11 months ago
- ☆11Nov 27, 2022Updated 3 years ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆592Dec 9, 2024Updated last year
- [IJCAI 2024] FactCHD: Benchmarking Fact-Conflicting Hallucination Detection☆90Apr 28, 2024Updated last year
- About Official PyTorch implementation of "Query-Efficient Black-Box Red Teaming via Bayesian Optimization" (ACL'23)☆15Jul 9, 2023Updated 2 years ago
- This is the repository for the paper 'DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models' (EMNLP2024 …☆18Apr 5, 2025Updated last year
- Public code repo for EMNLP 2024 Findings paper "MACAROON: Training Vision-Language Models To Be Your Engaged Partners"☆14Sep 28, 2024Updated last year