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Update files from the datasets library (from 1.2.0)

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Release notes: https://github.com/huggingface/datasets/releases/tag/1.2.0

.gitattributes ADDED
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+ *.arrow filter=lfs diff=lfs merge=lfs -text
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+ *.bin filter=lfs diff=lfs merge=lfs -text
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+ *.joblib filter=lfs diff=lfs merge=lfs -text
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+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
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+ *.model filter=lfs diff=lfs merge=lfs -text
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+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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README.md ADDED
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+ ---
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+ annotations_creators:
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+ - expert-generated
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+ language_creators:
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+ - found
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+ languages:
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+ - en
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+ licenses:
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+ - mit
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+ multilinguality:
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+ - monolingual
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+ size_categories:
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+ - 10K<n<100K
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+ source_datasets:
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+ - original
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+ task_categories:
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+ - structure-prediction
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+ task_ids:
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+ - structure-prediction-other-acronym-identification
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+ ---
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+
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+ # Dataset Card Creation Guide
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+
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+ ## Table of Contents
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+ - [Dataset Description](#dataset-description)
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+ - [Dataset Summary](#dataset-summary)
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+ - [Supported Tasks](#supported-tasks-and-leaderboards)
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+ - [Languages](#languages)
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+ - [Dataset Structure](#dataset-structure)
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+ - [Data Instances](#data-instances)
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+ - [Data Fields](#data-instances)
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+ - [Data Splits](#data-instances)
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+ - [Dataset Creation](#dataset-creation)
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+ - [Curation Rationale](#curation-rationale)
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+ - [Source Data](#source-data)
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+ - [Annotations](#annotations)
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+ - [Personal and Sensitive Information](#personal-and-sensitive-information)
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+ - [Considerations for Using the Data](#considerations-for-using-the-data)
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+ - [Social Impact of Dataset](#social-impact-of-dataset)
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+ - [Discussion of Biases](#discussion-of-biases)
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+ - [Other Known Limitations](#other-known-limitations)
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+ - [Additional Information](#additional-information)
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+ - [Dataset Curators](#dataset-curators)
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+ - [Licensing Information](#licensing-information)
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+ - [Citation Information](#citation-information)
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+
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+ ## Dataset Description
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+
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+ - **Homepage:** https://sites.google.com/view/sdu-aaai21/shared-task
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+ - **Repository:** https://github.com/amirveyseh/AAAI-21-SDU-shared-task-1-AI
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+ - **Paper:** https://arxiv.org/pdf/2010.14678v1.pdf
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+ - **Leaderboard:** https://competitions.codalab.org/competitions/26609
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+ - **Point of Contact:** [More Information Needed]
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+
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+ ### Dataset Summary
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+
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+ [More Information Needed]
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+
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+ ### Supported Tasks and Leaderboards
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+
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+ [More Information Needed]
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+
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+ ### Languages
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+
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+ [More Information Needed]
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+
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+ ## Dataset Structure
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+
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+ ### Data Instances
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+
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+ A sample training set is provided below
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+
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+ ```
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+ {'id': 'TR-0',
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+ 'labels': [4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4],
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+ 'tokens': ['What',
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+ 'is',
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+ 'here',
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+ 'called',
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+ 'controlled',
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+ 'natural',
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+ 'language',
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+ '(',
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+ 'CNL',
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+ ')',
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+ 'has',
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+ 'traditionally',
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+ 'been',
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+ 'given',
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+ 'many',
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+ 'different',
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+ 'names',
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+ '.']}
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+ ```
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+
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+ Please note that in test set sentence only id, tokens are available. labels can be ignored for test set.
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+ Labels in the test set are all `O`
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+
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+ ### Data Fields
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+
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+ [More Information Needed]
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+
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+ ### Data Splits
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+
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+ [More Information Needed]
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+
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+ ## Dataset Creation
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+
109
+ ### Curation Rationale
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+
111
+ [More Information Needed]
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+
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+ ### Source Data
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+
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+ [More Information Needed]
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+
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+ #### Initial Data Collection and Normalization
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+
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+ [More Information Needed]
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+
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+ #### Who are the source language producers?
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+
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+ [More Information Needed]
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+
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+ ### Annotations
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+
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+ [More Information Needed]
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+
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+ #### Annotation process
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+
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+ [More Information Needed]
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+
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+ #### Who are the annotators?
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+
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+ [More Information Needed]
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+
137
+ ### Personal and Sensitive Information
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+
139
+ [More Information Needed]
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+
141
+ ## Considerations for Using the Data
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+
143
+ ### Social Impact of Dataset
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+
145
+ [More Information Needed]
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+
147
+ ### Discussion of Biases
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+
149
+ [More Information Needed]
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+
151
+ ### Other Known Limitations
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+
153
+ [More Information Needed]
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+
155
+ ## Additional Information
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+
157
+ ### Dataset Curators
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+
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+ [More Information Needed]
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+
161
+ ### Licensing Information
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+
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+ [More Information Needed]
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+
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+ ### Citation Information
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+
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+ [More Information Needed]
acronym_identification.py ADDED
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+ # coding=utf-8
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+ # Copyright 2020 HuggingFace Datasets Authors.
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+ #
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+ # Licensed under the Apache License, Version 2.0 (the "License");
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+ # you may not use this file except in compliance with the License.
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+ # You may obtain a copy of the License at
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+ #
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+ # http://www.apache.org/licenses/LICENSE-2.0
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+ #
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+ # Unless required by applicable law or agreed to in writing, software
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+ # distributed under the License is distributed on an "AS IS" BASIS,
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+ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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+ # See the License for the specific language governing permissions and
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+ # limitations under the License.
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+
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+ # Lint as: python3
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+ import json
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+
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+ import datasets
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+
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+
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+ _DESCRIPTION = """\
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+ Acronym identification training and development sets for the acronym identification task at SDU@AAAI-21.
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+ """
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+ _HOMEPAGE_URL = "https://github.com/amirveyseh/AAAI-21-SDU-shared-task-1-AI"
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+ _CITATION = """\
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+ @inproceedings{veyseh-et-al-2020-what,
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+ title={{What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation}},
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+ author={Amir Pouran Ben Veyseh and Franck Dernoncourt and Quan Hung Tran and Thien Huu Nguyen},
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+ year={2020},
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+ booktitle={Proceedings of COLING},
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+ link={https://arxiv.org/pdf/2010.14678v1.pdf}
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+ }
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+ """
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+
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+ _TRAIN_URL = "https://raw.githubusercontent.com/amirveyseh/AAAI-21-SDU-shared-task-1-AI/master/dataset/train.json"
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+ _VALID_URL = "https://raw.githubusercontent.com/amirveyseh/AAAI-21-SDU-shared-task-1-AI/master/dataset/dev.json"
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+ _TEST_URL = "https://raw.githubusercontent.com/amirveyseh/AAAI-21-SDU-shared-task-1-AI/master/dataset/test.json"
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+
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+
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+ class AcronymIdentification(datasets.GeneratorBasedBuilder):
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+ VERSION = datasets.Version("1.0.0")
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+
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+ def _info(self):
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+ return datasets.DatasetInfo(
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+ description=_DESCRIPTION,
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+ features=datasets.Features(
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+ {
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+ "id": datasets.Value("string"),
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+ "tokens": datasets.Sequence(datasets.Value("string")),
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+ "labels": datasets.Sequence(
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+ datasets.ClassLabel(names=["B-long", "B-short", "I-long", "I-short", "O"])
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+ ),
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+ },
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+ ),
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+ supervised_keys=None,
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+ homepage=_HOMEPAGE_URL,
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+ citation=_CITATION,
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+ )
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+
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+ def _split_generators(self, dl_manager):
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+ train_path = dl_manager.download_and_extract(_TRAIN_URL)
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+ valid_path = dl_manager.download_and_extract(_VALID_URL)
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+ test_path = dl_manager.download_and_extract(_TEST_URL)
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+ return [
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+ datasets.SplitGenerator(
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+ name=datasets.Split.TRAIN,
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+ gen_kwargs={"datapath": train_path, "datatype": "train"},
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+ ),
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+ datasets.SplitGenerator(
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+ name=datasets.Split.VALIDATION,
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+ gen_kwargs={"datapath": valid_path, "datatype": "valid"},
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+ ),
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+ datasets.SplitGenerator(
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+ name=datasets.Split.TEST,
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+ gen_kwargs={"datapath": test_path, "datatype": "test"},
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+ ),
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+ ]
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+
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+ def _generate_examples(self, datapath, datatype):
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+ with open(datapath, encoding="utf-8") as f:
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+ data = json.load(f)
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+
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+ for sentence_counter, d in enumerate(data):
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+ resp = {
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+ "id": d["id"],
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+ "tokens": d["tokens"],
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+ }
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+ if datatype != "test":
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+ resp["labels"] = d["labels"]
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+ else:
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+ resp["labels"] = ["O"] * len(d["tokens"])
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+ yield sentence_counter, resp
dataset_infos.json ADDED
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+ {"default": {"description": "Acronym identification training and development sets for the acronym identification task at SDU@AAAI-21.\n", "citation": "@inproceedings{veyseh-et-al-2020-what,\n title={{What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation}},\n author={Amir Pouran Ben Veyseh and Franck Dernoncourt and Quan Hung Tran and Thien Huu Nguyen},\n year={2020},\n booktitle={Proceedings of COLING},\n link={https://arxiv.org/pdf/2010.14678v1.pdf}\n}\n", "homepage": "https://github.com/amirveyseh/AAAI-21-SDU-shared-task-1-AI", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "labels": {"feature": {"num_classes": 5, "names": ["B-long", "B-short", "I-long", "I-short", "O"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "acronym_identification", "config_name": "default", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 7792803, "num_examples": 14006, "dataset_name": "acronym_identification"}, "validation": {"name": "validation", "num_bytes": 952705, "num_examples": 1717, "dataset_name": "acronym_identification"}, "test": {"name": "test", "num_bytes": 987728, "num_examples": 1750, "dataset_name": "acronym_identification"}}, "download_checksums": {"https://raw.githubusercontent.com/amirveyseh/AAAI-21-SDU-shared-task-1-AI/master/dataset/train.json": {"num_bytes": 7134043, "checksum": "2a48182187235167e8cbfa71e13c5c9882c4cabdefd2148edace2a50ccd8bbcd"}, "https://raw.githubusercontent.com/amirveyseh/AAAI-21-SDU-shared-task-1-AI/master/dataset/dev.json": {"num_bytes": 873517, "checksum": "950000511ddab850170c85ae99c7ceb775e8bed6846482e06e47a8f99b16f8c2"}, "https://raw.githubusercontent.com/amirveyseh/AAAI-21-SDU-shared-task-1-AI/master/dataset/test.json": {"num_bytes": 548904, "checksum": "5a37584eaa56ac23ffef23de7109d07bac6a19928eda96184348d89a01c82671"}}, "download_size": 8556464, "post_processing_size": null, "dataset_size": 9733236, "size_in_bytes": 18289700}}
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