shmsw25 / FActScoreLinks
A package to evaluate factuality of long-form generation. Original implementation of our EMNLP 2023 paper "FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation"
☆415Updated 9 months ago
Alternatives and similar repositories for FActScore
Users that are interested in FActScore are comparing it to the libraries listed below
Sorting:
- This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.☆552Updated 2 years ago
- Code and data for "Lost in the Middle: How Language Models Use Long Contexts"☆373Updated 2 years ago
- ☆187Updated 7 months ago
- ☆294Updated 2 years ago
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆510Updated last year
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆341Updated last year
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆225Updated last year
- ACL2023 - AlignScore, a metric for factual consistency evaluation.☆150Updated last year
- A Survey on Data Selection for Language Models☆253Updated 9 months ago
- Source Code of Paper "GPTScore: Evaluate as You Desire"☆258Updated 2 years ago
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆535Updated last year
- A Survey of Attributions for Large Language Models☆222Updated 3 weeks ago
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆565Updated last year
- Repository for the Bias Benchmark for QA dataset.☆137Updated 2 years ago
- A curated list of Human Preference Datasets for LLM fine-tuning, RLHF, and eval.☆386Updated 2 years ago
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆249Updated last year
- Inference-Time Intervention: Eliciting Truthful Answers from a Language Model☆570Updated last year
- LLM hallucination paper list☆331Updated last year
- Prod Env☆439Updated 2 years ago
- SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models☆601Updated last year
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆119Updated last year
- This is a repository for sharing papers in the field of persona-based conversational AI. The related source code for each paper is linked…☆169Updated last year
- ☆91Updated last year
- Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning☆769Updated 2 years ago
- ☆38Updated 2 years ago
- paper list on reasoning in NLP☆195Updated 10 months ago
- Github repository for "FELM: Benchmarking Factuality Evaluation of Large Language Models" (NeurIPS 2023)☆63Updated 2 years ago
- Generative Judge for Evaluating Alignment☆250Updated 2 years ago
- ☆84Updated this week
- Data and Code for Program of Thoughts [TMLR 2023]☆306Updated last year