Update files from the datasets library (from 1.3.0)

Release notes: https://github.com/huggingface/datasets/releases/tag/1.3.0

README.md

@@ -0,0 +1,183 @@
+---
+---
+
+# Dataset Card for "scifact"
+
+## Table of Contents
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks](#supported-tasks)
+  - [Languages](#languages)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-fields)
+  - [Data Splits Sample Size](#data-splits-sample-size)
+- [Dataset Creation](#dataset-creation)
+  - [Curation Rationale](#curation-rationale)
+  - [Source Data](#source-data)
+  - [Annotations](#annotations)
+  - [Personal and Sensitive Information](#personal-and-sensitive-information)
+- [Considerations for Using the Data](#considerations-for-using-the-data)
+  - [Social Impact of Dataset](#social-impact-of-dataset)
+  - [Discussion of Biases](#discussion-of-biases)
+  - [Other Known Limitations](#other-known-limitations)
+- [Additional Information](#additional-information)
+  - [Dataset Curators](#dataset-curators)
+  - [Licensing Information](#licensing-information)
+  - [Citation Information](#citation-information)
+  - [Contributions](#contributions)
+
+## [Dataset Description](#dataset-description)
+
+- **Homepage:** [https://scifact.apps.allenai.org/](https://scifact.apps.allenai.org/)
+- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+- **Size of downloaded dataset files:** 5.43 MB
+- **Size of the generated dataset:** 7.88 MB
+- **Total amount of disk used:** 13.32 MB
+
+### [Dataset Summary](#dataset-summary)
+
+SciFact, a dataset of 1.4K expert-written scientific claims paired with evidence-containing abstracts, and annotated with labels and rationales
+
+### [Supported Tasks](#supported-tasks)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Languages](#languages)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+## [Dataset Structure](#dataset-structure)
+
+We show detailed information for up to 5 configurations of the dataset.
+
+### [Data Instances](#data-instances)
+
+#### claims
+
+- **Size of downloaded dataset files:** 2.72 MB
+- **Size of the generated dataset:** 0.25 MB
+- **Total amount of disk used:** 2.97 MB
+
+An example of 'validation' looks as follows.
+```
+{
+    "cited_doc_ids": [14717500],
+    "claim": "1,000 genomes project enables mapping of genetic sequence variation consisting of rare variants with larger penetrance effects than common variants.",
+    "evidence_doc_id": "14717500",
+    "evidence_label": "SUPPORT",
+    "evidence_sentences": [2, 5],
+    "id": 3
+}
+```
+
+#### corpus
+
+- **Size of downloaded dataset files:** 2.72 MB
+- **Size of the generated dataset:** 7.63 MB
+- **Total amount of disk used:** 10.35 MB
+
+An example of 'train' looks as follows.
+```
+This example was too long and was cropped:
+
+{
+    "abstract": "[\"Alterations of the architecture of cerebral white matter in the developing human brain can affect cortical development and res...",
+    "doc_id": 4983,
+    "structured": false,
+    "title": "Microstructural development of human newborn cerebral white matter assessed in vivo by diffusion tensor magnetic resonance imaging."
+}
+```
+
+### [Data Fields](#data-fields)
+
+The data fields are the same among all splits.
+
+#### claims
+- `id`: a `int32` feature.
+- `claim`: a `string` feature.
+- `evidence_doc_id`: a `string` feature.
+- `evidence_label`: a `string` feature.
+- `evidence_sentences`: a `list` of `int32` features.
+- `cited_doc_ids`: a `list` of `int32` features.
+
+#### corpus
+- `doc_id`: a `int32` feature.
+- `title`: a `string` feature.
+- `abstract`: a `list` of `string` features.
+- `structured`: a `bool` feature.
+
+### [Data Splits Sample Size](#data-splits-sample-size)
+
+#### claims
+
+|      |train|validation|test|
+|------|----:|---------:|---:|
+|claims| 1261|       450| 300|
+
+#### corpus
+
+|      |train|
+|------|----:|
+|corpus| 5183|
+
+## [Dataset Creation](#dataset-creation)
+
+### [Curation Rationale](#curation-rationale)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Source Data](#source-data)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Annotations](#annotations)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Personal and Sensitive Information](#personal-and-sensitive-information)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+## [Considerations for Using the Data](#considerations-for-using-the-data)
+
+### [Social Impact of Dataset](#social-impact-of-dataset)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Discussion of Biases](#discussion-of-biases)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Other Known Limitations](#other-known-limitations)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+## [Additional Information](#additional-information)
+
+### [Dataset Curators](#dataset-curators)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Licensing Information](#licensing-information)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Citation Information](#citation-information)
+
+```
+@inproceedings{scifact2020
+  title={ Fact or Fiction: Verifying Scientific Claims},
+  author={David,  Wadden and Kyle, Lo and Lucy Lu, Wang and Shanchuan, Lin and Madeleine van, Zuylen and Arman, Cohan and  Hannaneh, Hajishirzi},
+  booktitle={2011 AAAI Spring Symposium Series},
+  year={2020},
+}
+
+```
+
+
+### Contributions
+
+Thanks to [@thomwolf](https://github.com/thomwolf), [@lhoestq](https://github.com/lhoestq), [@dwadden](https://github.com/dwadden), [@patrickvonplaten](https://github.com/patrickvonplaten), [@mariamabarham](https://github.com/mariamabarham), [@lewtun](https://github.com/lewtun) for adding this dataset.

dataset_infos.json

@@ -1 +1 @@
-{"corpus": {"description": "SciFact, a dataset of 1.4K expert-written scientific claims paired with evidence-containing abstracts, and annotated with labels and rationales\n", "citation": "@inproceedings{scifact2020\n  title={ Fact or Fiction: Verifying Scientific Claims},\n  author={David,  Wadden and Kyle, Lo and Lucy Lu, Wang and Shanchuan, Lin and Madeleine van, Zuylen and Arman, Cohan and  Hannaneh, Hajishirzi},\n  booktitle={2011 AAAI Spring Symposium Series},\n  year={2020},\n}\n", "homepage": "https://scifact.apps.allenai.org/", "license": "", "features": {"doc_id": {"dtype": "int32", "id": null, "_type": "Value"}, "title": {"dtype": "string", "id": null, "_type": "Value"}, "abstract": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "structured": {"dtype": "bool", "id": null, "_type": "Value"}}, "supervised_keys": null, "builder_name": "scifact", "config_name": "corpus", "version": {"version_str": "1.0.0", "description": "", "datasets_version_to_prepare": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 8002556, "num_examples": 5183, "dataset_name": "scifact"}}, "download_checksums": {"https://ai2-s2-scifact.s3-us-west-2.amazonaws.com/release/2020-05-01/data.tar.gz": {"num_bytes": 2848693, "checksum": "108c19d1a6e2522f20055fe503450c6af8c9c12a095fd727f21894cc44eb47aa"}}, "download_size": 2848693, "dataset_size": 8002556, "size_in_bytes": 10851249}, "claims": {"description": "SciFact, a dataset of 1.4K expert-written scientific claims paired with evidence-containing abstracts, and annotated with labels and rationales\n", "citation": "@inproceedings{scifact2020\n  title={ Fact or Fiction: Verifying Scientific Claims},\n  author={David,  Wadden and Kyle, Lo and Lucy Lu, Wang and Shanchuan, Lin and Madeleine van, Zuylen and Arman, Cohan and  Hannaneh, Hajishirzi},\n  booktitle={2011 AAAI Spring Symposium Series},\n  year={2020},\n}\n", "homepage": "https://scifact.apps.allenai.org/", "license": "", "features": {"id": {"dtype": "int32", "id": null, "_type": "Value"}, "claim": {"dtype": "string", "id": null, "_type": "Value"}, "evidence_doc_id": {"dtype": "string", "id": null, "_type": "Value"}, "evidence_label": {"dtype": "string", "id": null, "_type": "Value"}, "evidence_sentences": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "cited_doc_ids": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "supervised_keys": null, "builder_name": "scifact", "config_name": "claims", "version": {"version_str": "1.0.0", "description": "", "datasets_version_to_prepare": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 170070, "num_examples": 1261, "dataset_name": "scifact"}, "test": {"name": "test", "num_bytes": 33899, "num_examples": 300, "dataset_name": "scifact"}, "validation": {"name": "validation", "num_bytes": 60882, "num_examples": 450, "dataset_name": "scifact"}}, "download_checksums": {"https://ai2-s2-scifact.s3-us-west-2.amazonaws.com/release/2020-05-01/data.tar.gz": {"num_bytes": 2848693, "checksum": "108c19d1a6e2522f20055fe503450c6af8c9c12a095fd727f21894cc44eb47aa"}}, "download_size": 2848693, "dataset_size": 264851, "size_in_bytes": 3113544}}
+{"corpus": {"description": "SciFact, a dataset of 1.4K expert-written scientific claims paired with evidence-containing abstracts, and annotated with labels and rationales.\n", "citation": "@inproceedings{Wadden2020FactOF,\n  title={Fact or Fiction: Verifying Scientific Claims},\n  author={David Wadden and Shanchuan Lin and Kyle Lo and Lucy Lu Wang and Madeleine van Zuylen and Arman Cohan and Hannaneh Hajishirzi},\n  booktitle={EMNLP},\n  year={2020},\n}\n", "homepage": "https://scifact.apps.allenai.org/", "license": "", "features": {"doc_id": {"dtype": "int32", "id": null, "_type": "Value"}, "title": {"dtype": "string", "id": null, "_type": "Value"}, "abstract": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "structured": {"dtype": "bool", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "builder_name": "scifact", "config_name": "corpus", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 7993572, "num_examples": 5183, "dataset_name": "scifact"}}, "download_checksums": {"https://scifact.s3-us-west-2.amazonaws.com/release/latest/data.tar.gz": {"num_bytes": 3115079, "checksum": "11c621288d41ac144d29b13b0f8503b3820b7d6e8b1f6ff24dff335c196d76be"}}, "download_size": 3115079, "post_processing_size": null, "dataset_size": 7993572, "size_in_bytes": 11108651}, "claims": {"description": "SciFact, a dataset of 1.4K expert-written scientific claims paired with evidence-containing abstracts, and annotated with labels and rationales.\n", "citation": "@inproceedings{Wadden2020FactOF,\n  title={Fact or Fiction: Verifying Scientific Claims},\n  author={David Wadden and Shanchuan Lin and Kyle Lo and Lucy Lu Wang and Madeleine van Zuylen and Arman Cohan and Hannaneh Hajishirzi},\n  booktitle={EMNLP},\n  year={2020},\n}\n", "homepage": "https://scifact.apps.allenai.org/", "license": "", "features": {"id": {"dtype": "int32", "id": null, "_type": "Value"}, "claim": {"dtype": "string", "id": null, "_type": "Value"}, "evidence_doc_id": {"dtype": "string", "id": null, "_type": "Value"}, "evidence_label": {"dtype": "string", "id": null, "_type": "Value"}, "evidence_sentences": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "cited_doc_ids": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "scifact", "config_name": "claims", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 168627, "num_examples": 1261, "dataset_name": "scifact"}, "test": {"name": "test", "num_bytes": 33625, "num_examples": 300, "dataset_name": "scifact"}, "validation": {"name": "validation", "num_bytes": 60360, "num_examples": 450, "dataset_name": "scifact"}}, "download_checksums": {"https://scifact.s3-us-west-2.amazonaws.com/release/latest/data.tar.gz": {"num_bytes": 3115079, "checksum": "11c621288d41ac144d29b13b0f8503b3820b7d6e8b1f6ff24dff335c196d76be"}}, "download_size": 3115079, "post_processing_size": null, "dataset_size": 262612, "size_in_bytes": 3377691}}

scifact.py

@@ -1,4 +1,5 @@
-"""TODO(scifact): Add a description here."""
+"""Scientific fact-checking dataset. Verifies claims based on citation sentences
+using evidence from the cited abstracts."""
 
 from __future__ import absolute_import, division, print_function
 
@@ -8,22 +9,20 @@ import os
 import datasets
 
 
-# TODO(scifact): BibTeX citation
 _CITATION = """\
-@inproceedings{scifact2020
-  title={ Fact or Fiction: Verifying Scientific Claims},
-  author={David,  Wadden and Kyle, Lo and Lucy Lu, Wang and Shanchuan, Lin and Madeleine van, Zuylen and Arman, Cohan and  Hannaneh, Hajishirzi},
-  booktitle={2011 AAAI Spring Symposium Series},
+@inproceedings{Wadden2020FactOF,
+  title={Fact or Fiction: Verifying Scientific Claims},
+  author={David Wadden and Shanchuan Lin and Kyle Lo and Lucy Lu Wang and Madeleine van Zuylen and Arman Cohan and Hannaneh Hajishirzi},
+  booktitle={EMNLP},
   year={2020},
 }
 """
 
-# TODO(scifact):
 _DESCRIPTION = """\
-SciFact, a dataset of 1.4K expert-written scientific claims paired with evidence-containing abstracts, and annotated with labels and rationales
+SciFact, a dataset of 1.4K expert-written scientific claims paired with evidence-containing abstracts, and annotated with labels and rationales.
 """
 
-_URL = "https://ai2-s2-scifact.s3-us-west-2.amazonaws.com/release/2020-05-01/data.tar.gz"
+_URL = "https://scifact.s3-us-west-2.amazonaws.com/release/latest/data.tar.gz"
 
 
 class ScifactConfig(datasets.BuilderConfig):