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"
☆394Updated 6 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.☆517Updated last year
- Code and data for "Lost in the Middle: How Language Models Use Long Contexts"☆360Updated last year
- ☆189Updated 3 months ago
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆497Updated last year
- ☆292Updated last year
- Source Code of Paper "GPTScore: Evaluate as You Desire"☆257Updated 2 years ago
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆339Updated last year
- A Survey of Attributions for Large Language Models☆216Updated last year
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆205Updated 10 months ago
- Inference-Time Intervention: Eliciting Truthful Answers from a Language Model☆553Updated 8 months ago
- Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"☆522Updated 9 months ago
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆555Updated 11 months ago
- Prod Env☆433Updated 2 years ago
- ACL2023 - AlignScore, a metric for factual consistency evaluation.☆138Updated last year
- Repository for the Bias Benchmark for QA dataset.☆129Updated last year
- A Survey on Data Selection for Language Models☆250Updated 5 months ago
- Data and Code for Program of Thoughts [TMLR 2023]☆289Updated last year
- LLM hallucination paper list☆323Updated last year
- A curated list of Human Preference Datasets for LLM fine-tuning, RLHF, and eval.☆380Updated 2 years ago
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions☆117Updated last year
- ☆37Updated 2 years ago
- ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.☆149Updated 2 months ago
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆236Updated last year
- What's In My Big Data (WIMBD) - a toolkit for analyzing large text datasets☆223Updated 11 months ago
- This repository contains the data and code introduced in the paper "CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Maske…☆125Updated last year
- ☆85Updated 10 months ago
- SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models☆571Updated last year
- ☆280Updated 9 months ago
- [EMNLP 2023] Adapting Language Models to Compress Long Contexts☆314Updated last year
- Repository for EMNLP 2022 Paper: Towards a Unified Multi-Dimensional Evaluator for Text Generation☆211Updated last year