shmsw25 / FActScore
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"
☆316Updated 8 months ago
Alternatives and similar repositories for FActScore:
Users that are interested in FActScore are comparing it to the libraries listed below
- This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.☆431Updated 11 months ago
- ☆173Updated 2 years ago
- Source Code of Paper "GPTScore: Evaluate as You Desire"☆238Updated last year
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆473Updated 3 months ago
- ☆269Updated last year
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆185Updated 7 months ago
- A Survey on Data Selection for Language Models☆203Updated 3 months ago
- Code and data for "Lost in the Middle: How Language Models Use Long Contexts"☆327Updated last year
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆329Updated 9 months ago
- Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning☆705Updated last year
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆457Updated last week
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆106Updated 4 months ago
- A Survey of Attributions for Large Language Models☆186Updated 5 months ago
- ☆172Updated 6 months ago
- An original implementation of "MetaICL Learning to Learn In Context" by Sewon Min, Mike Lewis, Luke Zettlemoyer and Hannaneh Hajishirzi☆258Updated last year
- Inference-Time Intervention: Eliciting Truthful Answers from a Language Model☆495Updated this week
- BARTScore: Evaluating Generated Text as Text Generation☆337Updated 2 years ago
- What's In My Big Data (WIMBD) - a toolkit for analyzing large text datasets☆204Updated 2 months ago
- Repository for EMNLP 2022 Paper: Towards a Unified Multi-Dimensional Evaluator for Text Generation☆195Updated 11 months ago
- ACL2023 - AlignScore, a metric for factual consistency evaluation.☆120Updated 10 months ago
- ☆124Updated last week
- [EMNLP 2023] Adapting Language Models to Compress Long Contexts☆293Updated 4 months ago
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆136Updated last month
- contrastive decoding☆190Updated 2 years ago
- Data and Code for Program of Thoughts (TMLR 2023)☆257Updated 8 months ago
- [ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning☆406Updated 3 months ago
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆161Updated 11 months ago
- All available datasets for Instruction Tuning of Large Language Models☆241Updated last year
- Generative Judge for Evaluating Alignment☆224Updated last year
- Code for paper "G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment"☆283Updated 11 months ago