README.md

metadata

language:
  - en
configs:
  - config_name: corpus
    data_files:
      - split: corpus
        path:
          - corpus.csv
  - config_name: queries
    data_files:
      - split: queries
        path:
          - queries.csv
  - config_name: mapping
    data_files:
      - split: relevant
        path:
          - relevant.csv
      - split: irrelevant
        path:
          - irrelevant.csv
      - split: seemingly_relevant
        path:
          - seemingly_relevant.csv
license: cc-by-sa-4.0

RAGE - Retrieval Augmented Generation Evaluation

TL;DR

RAGE is a tool for evaluating how well Large Language Models (LLMs) cite relevant sources in Retrieval Augmented Generation (RAG) tasks.

More Details

For more information, please refer to our GitHub page:
https://github.com/othr-nlp/rage_toolkit

References

This dataset is based on the BeIR version of the Natural Questions dataset.

• BeIR:

  • Paper: https://doi.org/10.48550/arXiv.2104.08663

• Natural Questions:

  • Website: https://ai.google.com/research/NaturalQuestions
  • Paper: https://doi.org/10.1162/tacl_a_00276