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" (by shmsw25)

FActScore Alternatives

Similar projects and alternatives to FActScore based on common topics and language

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better FActScore alternative or higher similarity.

FActScore reviews and mentions

Posts with mentions or reviews of FActScore. We have used some of these posts to build our list of alternatives and similar projects.
  • Long-form factuality in large language models
    1 project | news.ycombinator.com | 6 Apr 2024
    Looks like a slight modification of FActScore [1], but instead of using Wikipedia as a verification source, they use Google Search. They also claim to include a wider range of topics. That said, FActScore allows you to use whatever knowledge source and topics you want [2].

    [1]: https://arxiv.org/abs/2305.14251

    [2]: https://github.com/shmsw25/FActScore?tab=readme-ov-file#to-u...

Stats

Basic FActScore repo stats
1
215
6.4
3 months ago

shmsw25/FActScore is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of FActScore is Python.


Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com