Text · dataset · 2022
castorini/msmarco_v1_doc_doc2query-t5_expansions
Listed in Hugging Face Datasets
Dataset
Description
Summary
The repo provides queries generated for the MS MARCO V1 document corpus with docTTTTTquery (sometimes written as docT5query or doc2query-T5), the latest version of the doc2query family of document expansion models. The basic idea is to train a model, that when given an input document, generates questions that the document might answer (or more broadly, queries for which the document might be relevant). These predicted questions (or queries) are then appended to the… See the full description on the dataset page: huggingface.co/datasets/castorini/msmarco_v1_doc_doc2query-t5_expansions.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/castorini/msmarco_v1_doc_doc2query-t5_expansions ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2101.05667 arxiv.org/abs/2101.05667 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/castorini/msmarco_v1_doc_doc2query-t5_expansions ↗
metadata API · from Hugging Face
Topics
- Stated by source
- text
- From keywords
- Computer Science & AI
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | castorini/msmarco_v1_doc_doc2query-t5_expansions | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| 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 | |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| 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 |