Awesome Open Source

Programming Languages

Search results for factuality

10 search results found

Wikichat ⭐ 525

WikiChat stops the hallucination of large language models by retrieving data from Wikipedia.

Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"

Refchecker ⭐ 116

RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Language Models.

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"

Expertqa ⭐ 94

[Data + code] ExpertQA : Expert-Curated Questions and Attributed Answers

Factualnlg ⭐ 46

Code for the arXiv paper: "LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond"

Fact Graph ⭐ 45

Implementation of the paper "FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations (NAACL 2022)"

The implementation for EMNLP 2023 paper ”Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators“

Chocolate ⭐ 18

Code and data for the paper "Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning"

Abstractive Factual Tradeoff ⭐ 6

Code and data for the Dreyer et al (2023) paper on abstractiveness and factuality in abstractive summarization

1-10 of 10 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.