Dataset Card for Dataset Name

A Dataset for Evaluating Retrieval-Augmented Generation Across Documents

Dataset Description

MultiHop-RAG: a QA dataset to evaluate retrieval and reasoning across documents with metadata in the RAG pipelines. It contains 2556 queries, with evidence for each query distributed across 2 to 4 documents. The queries also involve document metadata, reflecting complex scenarios commonly found in real-world RAG applications.

Dataset Sources

• Github: MultiHop-RAG
• Paper: MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries

Citation

BibTeX:

@misc{tang2024multihoprag,
      title={MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries}, 
      author={Yixuan Tang and Yi Yang},
      year={2024},
      eprint={2401.15391},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}