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The Top 10 Factuality Open Source Projects

Open source projects categorized as Factuality
Categories > Factuality
Wikichat ⭐ 525
WikiChat stops the hallucination of large language models by retrieving data from Wikipedia.
most recent commit 6 months ago
Dola ⭐ 213
Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"
most recent commit 8 months ago
Refchecker ⭐ 116
RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Language Models.
most recent commit 5 months ago
Factscore ⭐ 103
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"
most recent commit 8 months ago
Expertqa ⭐ 94
[Data + code] ExpertQA : Expert-Curated Questions and Attributed Answers
most recent commit 6 months ago
Factualnlg ⭐ 46
Code for the arXiv paper: "LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond"
most recent commit 7 months ago
Fact Graph ⭐ 45
Implementation of the paper "FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations (NAACL 2022)"
most recent commit a year ago
Conner ⭐ 24
The implementation for EMNLP 2023 paper ”Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators“
most recent commit 5 months ago
Chocolate ⭐ 18
Code and data for the paper "Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning"
most recent commit 5 months ago
Abstractive Factual Tradeoff ⭐ 6
Code and data for the Dreyer et al (2023) paper on abstractiveness and factuality in abstractive summarization
most recent commit a year ago
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