Data · dataset · 2022
QA-SRL
Listed in Hugging Face Datasets
The dataset contains question-answer pairs to model verbal predicate-argument structure.
Description
The questions start with wh-words (Who, What, Where, What, etc.) and contain a verb predicate in the sentence; the answers are phrases in the sentence. There were 2 datsets used in the paper, newswire and wikipedia.
Unfortunately the newswiredataset is built from CoNLL-2009 English training set that is covered under license Thus, we are providing only Wikipedia training set here. Please check README.md for more details on newswire dataset. For the Wikipedia domain, randomly sampled sentences from the English Wikipedia (excluding questions and sentences with fewer than 10 or more than 60 words) were taken.
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This new dataset is designed to solve this great NLP task and is crafted with a lot of care.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/luheng/qa_srl ↗
landing page · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/luheng/qa_srl ↗
metadata API · from Hugging Face
Topics
- Stated by source
- question answering
- From keywords
- Computer Science & AI
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | luheng/qa_srl | 14 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[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 |