Table · dataset · 2022
AmbigQA: Answering Ambiguous Open-domain Questions
Listed in Hugging Face Datasets
Dataset Card for AmbigQA: Answering Ambiguous Open-domain Questions Dataset
Description
Summary
AmbigNQ, a dataset covering 14,042 questions from NQ-open, an existing open-domain QA benchmark. We find that over half of the questions in NQ-open are ambiguous. The types of ambiguity are diverse and sometimes subtle, many of which are only apparent after examining evidence provided by a very large text corpus.
Read the rest (1 more)
AMBIGNQ, a dataset with 14,042 annotations on NQ-OPEN questions containing… See the full description on the dataset page: huggingface.co/datasets/sewon/ambig_qa.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/sewon/ambig_qa ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2004.10645 arxiv.org/abs/2004.10645 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/sewon/ambig_qa ↗
metadata API · from Hugging Face
Topics
- Stated by source
- question answering · text
- From keywords
- Computer Science & AI
- Inferred from text
- Text 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | sewon/ambig_qa | 12 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 | |
| concepts[modality].local:modality:text | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| 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 |