Text · dataset · 2024
MultiHop-RAG
Listed in Hugging Face Datasets
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.
Description
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… See the full description on the dataset page: huggingface.co/datasets/yixuantt/MultiHopRAG.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/yixuantt/MultiHopRAG ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2401.15391 arxiv.org/abs/2401.15391 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/yixuantt/MultiHopRAG ↗
metadata API · from Hugging Face
Topics
- Stated by source
- feature extraction · question answering · text
- From keywords
- Computer Science & AI
- Inferred from text
- Data management and data science 73%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | yixuantt/MultiHopRAG | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:group:4605 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (73%) |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[task].hf_task:feature-extraction | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:question-answering | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |