Table · dataset · 2022
DISFL-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering
Listed in Hugging Face Datasets
Dataset Card for DISFL-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering Dataset
Description
Summary
Disfl-QA is a targeted dataset for contextual disfluencies in an information seeking setting, namely question answering over Wikipedia passages. Disfl-QA builds upon the SQuAD-v2 (Rajpurkar et al., 2018) dataset, where each question in the dev set is annotated to add a contextual disfluency using the paragraph as a source of distractors. The final dataset… See the full description on the dataset page: huggingface.co/datasets/google-research-datasets/disfl_qa.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/google-research-datasets/disfl_qa ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2106.04016 arxiv.org/abs/2106.04016 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/google-research-datasets/disfl_qa ↗
metadata API · from Hugging Face
Topics
- Stated by source
- question answering · text
- From keywords
- Computer Science & AI
- Inferred from text
- Artificial intelligence 72%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | google-research-datasets/disfl_qa | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:group:4602 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (72%) |
| 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: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 | 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 |