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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

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+ *.7z filter=lfs diff=lfs merge=lfs -text
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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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+ *.msgpack filter=lfs diff=lfs merge=lfs -text
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+ *.onnx filter=lfs diff=lfs merge=lfs -text
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+ *.pb filter=lfs diff=lfs merge=lfs -text
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+ *.pt filter=lfs diff=lfs merge=lfs -text
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+ *.pth 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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+ - expert-generated
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+ languages:
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+ - en
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+ licenses: []
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+ multilinguality:
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+ - monolingual
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+ size_categories:
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+ - 1K<n<10K
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+ source_datasets:
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+ - original
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+ task_categories:
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+ - other
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+ task_ids:
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+ - other-other-relation-extraction
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+ ---
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+
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+ # Dataset Card for [DialogRE]
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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:** [Github](https://github.com/nlpdata/dialogre)
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+ - **Repository:** [Github](https://github.com/nlpdata/dialogre)
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+ - **Paper:** [Arxiv](https://arxiv.org/abs/2004.08056v1)
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+ - **Leaderboard:**
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+ - **Point of Contact:**
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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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+ [More Information Needed]
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+
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+ ### Data Fields
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+
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+ * `dialog`
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+
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+ * List of dialog spoken between two speakers
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+
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+ * List of annotations per dialog per argument
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+
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+ * `x` : First entity
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+
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+ * `y` : Second entity
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+
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+ * `x_type` : First entity type
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+ * `y_type`: Second entity type
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+ * `r` : List of relations
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+ * `rid`: List of relation IDs
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+ * `t`: List of relation Trigger words
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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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+
96
+ ### Curation Rationale
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+
98
+ [More Information Needed]
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+
100
+ ### Source Data
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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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+ #### 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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+
118
+ [More Information Needed]
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+
120
+ ### Personal and Sensitive Information
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+
122
+ [More Information Needed]
123
+
124
+ ## Considerations for Using the Data
125
+
126
+ ### Social Impact of Dataset
127
+
128
+ [More Information Needed]
129
+
130
+ ### Discussion of Biases
131
+
132
+ [More Information Needed]
133
+
134
+ ### Other Known Limitations
135
+
136
+ [More Information Needed]
137
+
138
+ ## Additional Information
139
+
140
+ ### Dataset Curators
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+
142
+ [More Information Needed]
143
+
144
+ ### 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]
dataset_infos.json ADDED
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+ {"dialog_re": {"description": "DialogRE is the first human-annotated dialogue based relation extraction (RE) dataset aiming\nto support the prediction of relation(s) between two arguments that appear in a dialogue.\nThe dataset annotates all occurrences of 36 possible relation types that exist between pairs\nof arguments in the 1,788 dialogues originating from the complete transcripts of Friends.\n", "citation": "@inproceedings{yu2020dialogue,\n title={Dialogue-Based Relation Extraction},\n author={Yu, Dian and Sun, Kai and Cardie, Claire and Yu, Dong},\n booktitle={Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics},\n year={2020},\n url={https://arxiv.org/abs/2004.08056v1}\n}\n", "homepage": "https://github.com/nlpdata/dialogre", "license": "https://github.com/nlpdata/dialogre/blob/master/license.txt", "features": {"dialog": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "relation_data": {"feature": {"x": {"dtype": "string", "id": null, "_type": "Value"}, "y": {"dtype": "string", "id": null, "_type": "Value"}, "x_type": {"dtype": "string", "id": null, "_type": "Value"}, "y_type": {"dtype": "string", "id": null, "_type": "Value"}, "r": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "rid": {"feature": {"dtype": "int32", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "t": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "dialog_re", "config_name": "dialog_re", "version": {"version_str": "1.1.0", "description": null, "major": 1, "minor": 1, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1520940, "num_examples": 1073, "dataset_name": "dialog_re"}, "test": {"name": "test", "num_bytes": 472306, "num_examples": 357, "dataset_name": "dialog_re"}, "validation": {"name": "validation", "num_bytes": 490580, "num_examples": 358, "dataset_name": "dialog_re"}}, "download_checksums": {"https://raw.githubusercontent.com/nlpdata/dialogre/master/data_v2/en/data/train.json": {"num_bytes": 2338606, "checksum": "94b5799642107f9afecc5c46655d6d9612f41969893deff291b15a66298c08a0"}, "https://raw.githubusercontent.com/nlpdata/dialogre/master/data_v2/en/data/dev.json": {"num_bytes": 751932, "checksum": "3e0036a1853f33dd8fab1f008ff3c3b351f0b53e9084a6f6bce7b4c95d0f0472"}, "https://raw.githubusercontent.com/nlpdata/dialogre/master/data_v2/en/data/test.json": {"num_bytes": 725696, "checksum": "180e766323d2b5ae4763c77b2db280eeb49c909ab48c7393fbc309b7890061af"}}, "download_size": 3816234, "post_processing_size": null, "dataset_size": 2483826, "size_in_bytes": 6300060}}
dialog_re.py ADDED
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+ # coding=utf-8
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+ # Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
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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
9
+ #
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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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+ """DialogRE: the first human-annotated dialogue-based relation extraction dataset"""
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+
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+ from __future__ import absolute_import, division, print_function
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+
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+ import json
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+ import os
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+
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+ import datasets
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+
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+
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+ _CITATION = """\
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+ @inproceedings{yu2020dialogue,
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+ title={Dialogue-Based Relation Extraction},
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+ author={Yu, Dian and Sun, Kai and Cardie, Claire and Yu, Dong},
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+ booktitle={Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics},
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+ year={2020},
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+ url={https://arxiv.org/abs/2004.08056v1}
33
+ }
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+ """
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+
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+ _DESCRIPTION = """\
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+ DialogRE is the first human-annotated dialogue based relation extraction (RE) dataset aiming
38
+ to support the prediction of relation(s) between two arguments that appear in a dialogue.
39
+ The dataset annotates all occurrences of 36 possible relation types that exist between pairs
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+ of arguments in the 1,788 dialogues originating from the complete transcripts of Friends.
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+ """
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+
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+ _HOMEPAGE = "https://github.com/nlpdata/dialogre"
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+
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+ _LICENSE = "https://github.com/nlpdata/dialogre/blob/master/license.txt"
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+
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+ _URL = "https://raw.githubusercontent.com/nlpdata/dialogre/master/data_v2/en/data/"
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+ _URLs = {
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+ "train": _URL + "train.json",
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+ "dev": _URL + "dev.json",
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+ "test": _URL + "test.json",
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+ }
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+
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+
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+ class DialogREConfig(datasets.BuilderConfig):
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+ """BuilderConfig for DialogRE"""
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+
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+ def __init__(self, **kwargs):
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+ """BuilderConfig for DialogRE.
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+ Args:
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+ **kwargs: keyword arguments forwarded to super.
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+ """
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+ super(DialogREConfig, self).__init__(**kwargs)
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+
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+
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+ class DialogRE(datasets.GeneratorBasedBuilder):
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+ """DialogRE: Human-annotated dialogue-based relation extraction dataset Version 2"""
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+
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+ VERSION = datasets.Version("1.1.0")
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+
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+ BUILDER_CONFIGS = [
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+ DialogREConfig(
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+ name="dialog_re",
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+ version=datasets.Version("1.1.0"),
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+ description="DialogRE: Human-annotated dialogue-based relation extraction dataset",
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+ ),
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+ ]
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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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+ "dialog": datasets.Sequence(datasets.Value("string")),
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+ "relation_data": datasets.Sequence(
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+ {
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+ "x": datasets.Value("string"),
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+ "y": datasets.Value("string"),
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+ "x_type": datasets.Value("string"),
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+ "y_type": datasets.Value("string"),
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+ "r": datasets.Sequence(datasets.Value("string")),
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+ "rid": datasets.Sequence(datasets.Value("int32")),
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+ "t": datasets.Sequence(datasets.Value("string")),
94
+ }
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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,
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+ license=_LICENSE,
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+ citation=_CITATION,
102
+ )
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+
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+ def _split_generators(self, dl_manager):
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+ """Returns SplitGenerators."""
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+
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+ data_dir = dl_manager.download_and_extract(_URLs)
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+ return [
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+ datasets.SplitGenerator(
110
+ name=datasets.Split.TRAIN,
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+ gen_kwargs={
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+ "filepath": os.path.join(data_dir["train"]),
113
+ "split": "train",
114
+ },
115
+ ),
116
+ datasets.SplitGenerator(
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+ name=datasets.Split.TEST,
118
+ gen_kwargs={"filepath": os.path.join(data_dir["test"]), "split": "test"},
119
+ ),
120
+ datasets.SplitGenerator(
121
+ name=datasets.Split.VALIDATION,
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+ gen_kwargs={
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+ "filepath": os.path.join(data_dir["dev"]),
124
+ "split": "dev",
125
+ },
126
+ ),
127
+ ]
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+
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+ def _generate_examples(self, filepath, split):
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+ """ Yields examples. """
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+
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+ with open(filepath, encoding="utf-8") as f:
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+ dataset = json.load(f)
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+
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+ for id_, data in enumerate(dataset):
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+ dialog = data[0]
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+ relation_data = data[1]
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+
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+ yield id_, {
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+ "dialog": dialog,
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+ "relation_data": relation_data,
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+ }
dummy/dialog_re/1.1.0/dummy_data.zip ADDED
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+ size 2962