Datasets:
Tasks:
Question Answering
Modalities:
Text
Sub-tasks:
closed-domain-qa
Languages:
English
Size:
1K - 10K
ArXiv:
License:
| { | |
| "qasper": { | |
| "description": "A dataset containing 1585 papers with 5049 information-seeking questions asked by regular readers of NLP papers, and answered by a separate set of NLP practitioners.\n", | |
| "citation": "@inproceedings{Dasigi2021ADO,\n title={A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers},\n author={Pradeep Dasigi and Kyle Lo and Iz Beltagy and Arman Cohan and Noah A. Smith and Matt Gardner},\n year={2021}\n}\n", | |
| "homepage": "https://allenai.org/data/qasper", | |
| "license": "CC BY 4.0", | |
| "features": { | |
| "id": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| }, | |
| "title": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| }, | |
| "abstract": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| }, | |
| "full_text": { | |
| "feature": { | |
| "section_name": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| }, | |
| "paragraphs": [ | |
| { | |
| "dtype": "string", | |
| "_type": "Value" | |
| } | |
| ] | |
| }, | |
| "_type": "Sequence" | |
| }, | |
| "qas": { | |
| "feature": { | |
| "question": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| }, | |
| "question_id": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| }, | |
| "nlp_background": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| }, | |
| "topic_background": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| }, | |
| "paper_read": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| }, | |
| "search_query": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| }, | |
| "question_writer": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| }, | |
| "answers": { | |
| "feature": { | |
| "answer": { | |
| "unanswerable": { | |
| "dtype": "bool", | |
| "_type": "Value" | |
| }, | |
| "extractive_spans": { | |
| "feature": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| }, | |
| "_type": "Sequence" | |
| }, | |
| "yes_no": { | |
| "dtype": "bool", | |
| "_type": "Value" | |
| }, | |
| "free_form_answer": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| }, | |
| "evidence": { | |
| "feature": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| }, | |
| "_type": "Sequence" | |
| }, | |
| "highlighted_evidence": { | |
| "feature": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| }, | |
| "_type": "Sequence" | |
| } | |
| }, | |
| "annotation_id": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| }, | |
| "worker_id": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| } | |
| }, | |
| "_type": "Sequence" | |
| } | |
| }, | |
| "_type": "Sequence" | |
| }, | |
| "figures_and_tables": { | |
| "feature": { | |
| "caption": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| }, | |
| "file": { | |
| "dtype": "string", | |
| "_type": "Value" | |
| } | |
| }, | |
| "_type": "Sequence" | |
| } | |
| }, | |
| "builder_name": "parquet", | |
| "dataset_name": "qasper", | |
| "config_name": "qasper", | |
| "version": { | |
| "version_str": "0.3.0", | |
| "major": 0, | |
| "minor": 3, | |
| "patch": 0 | |
| }, | |
| "splits": { | |
| "train": { | |
| "name": "train", | |
| "num_bytes": 28466446, | |
| "num_examples": 888, | |
| "dataset_name": null | |
| }, | |
| "validation": { | |
| "name": "validation", | |
| "num_bytes": 9900193, | |
| "num_examples": 281, | |
| "dataset_name": null | |
| }, | |
| "test": { | |
| "name": "test", | |
| "num_bytes": 15488891, | |
| "num_examples": 416, | |
| "dataset_name": null | |
| } | |
| }, | |
| "download_size": 26199265, | |
| "dataset_size": 53855530, | |
| "size_in_bytes": 80054795 | |
| } | |
| } |