13 results found Sort:
- Filter by Primary Language:
- Python (12)
- Jupyter Notebook (1)
- +
Loki: Open-source solution designed to automate the process of verifying factuality
Created
2024-03-25
47 commits to main branch, last one 3 months ago
WikiChat is an improved RAG. It stops the hallucination of large language models by retrieving data from a corpus.
Created
2023-10-19
47 commits to main branch, last one 23 days ago
Benchmarking long-form factuality in large language models. Original code for our paper "Long-form factuality in large language models".
Created
2024-03-25
13 commits to main branch, last one 5 months ago
Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"
Created
2023-08-21
28 commits to main branch, last one 5 months ago
RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Language Models.
Created
2023-12-04
97 commits to main branch, last one 3 days ago
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"
Created
2023-05-22
61 commits to main branch, last one 10 months ago
[Data + code] ExpertQA : Expert-Curated Questions and Attributed Answers
Created
2023-09-08
14 commits to main branch, last one 6 months ago
Official implementation for the paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"
Created
2024-07-08
7 commits to main branch, last one about a month ago
Code for the arXiv paper: "LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond"
Created
2023-05-16
21 commits to master branch, last one 5 months ago
Implementation of the paper "FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations (NAACL 2022)"
Created
2022-04-19
38 commits to main branch, last one 2 years ago
OLAPH: Improving Factuality in Biomedical Long-form Question Answering
Created
2024-05-12
84 commits to main branch, last one 18 days ago
Distillation Contrastive Decoding: Improving LLMs Reasoning with Contrastive Decoding and Distillation
Created
2024-02-16
11 commits to main branch, last one 7 months ago
The implementation for EMNLP 2023 paper ”Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators“
Created
2023-10-12
12 commits to main branch, last one 8 months ago