Commit
•
2de1243
1
Parent(s):
2fe9cee
Convert dataset to Parquet (#2)
Browse files- Convert dataset to Parquet (8df203ff9fc456f7d556f6633e586bb5d58efe0e)
- Add ParaphraseRC data files (9a65b20d783dc0069598fe59e248510b17528075)
- Delete loading script (b9a503041393154e8dbe1bb2f9c69b6d4e2f4ce5)
- Delete legacy dataset_infos.json (6bb234bf3db175bb17a1b1d7bfda6dfbda4197c5)
- ParaphraseRC/test-00000-of-00001.parquet +3 -0
- ParaphraseRC/train-00000-of-00001.parquet +3 -0
- ParaphraseRC/validation-00000-of-00001.parquet +3 -0
- README.md +38 -21
- SelfRC/test-00000-of-00001.parquet +3 -0
- SelfRC/train-00000-of-00001.parquet +3 -0
- SelfRC/validation-00000-of-00001.parquet +3 -0
- dataset_infos.json +0 -1
- duorc.py +0 -146
ParaphraseRC/test-00000-of-00001.parquet
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oid sha256:6365f9178c615f3301f15b61dd04763c1148c9ec1b992e05733e4a22383162ba
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size 6136591
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ParaphraseRC/train-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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size 26005668
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ParaphraseRC/validation-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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size 5566868
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README.md
CHANGED
@@ -22,8 +22,11 @@ task_ids:
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- extractive-qa
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paperswithcode_id: duorc
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pretty_name: DuoRC
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dataset_info:
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-
- config_name:
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features:
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- name: plot_id
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dtype: string
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@@ -41,17 +44,17 @@ dataset_info:
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dtype: bool
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splits:
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- name: train
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-
num_bytes:
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-
num_examples:
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- name: validation
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-
num_bytes:
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num_examples:
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- name: test
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-
num_bytes:
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-
num_examples:
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-
download_size:
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dataset_size:
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- config_name:
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features:
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- name: plot_id
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dtype: string
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@@ -69,19 +72,33 @@ dataset_info:
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dtype: bool
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splits:
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- name: train
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-
num_bytes:
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-
num_examples:
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- name: validation
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num_bytes:
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num_examples:
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- name: test
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num_bytes:
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num_examples:
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download_size:
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dataset_size:
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-
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-
- ParaphraseRC
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-
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---
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# Dataset Card for duorc
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- extractive-qa
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paperswithcode_id: duorc
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pretty_name: DuoRC
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+
config_names:
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- ParaphraseRC
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+
- SelfRC
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dataset_info:
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- config_name: ParaphraseRC
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features:
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- name: plot_id
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dtype: string
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dtype: bool
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splits:
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- name: train
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+
num_bytes: 496682909
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+
num_examples: 69524
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- name: validation
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num_bytes: 106510489
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num_examples: 15591
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- name: test
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num_bytes: 115215760
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num_examples: 15857
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+
download_size: 37709127
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dataset_size: 718409158
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+
- config_name: SelfRC
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features:
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- name: plot_id
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dtype: string
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dtype: bool
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splits:
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- name: train
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num_bytes: 239852729
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num_examples: 60721
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- name: validation
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num_bytes: 51662519
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num_examples: 12961
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- name: test
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num_bytes: 49142710
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num_examples: 12559
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download_size: 21001846
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dataset_size: 340657958
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configs:
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- config_name: ParaphraseRC
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data_files:
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- split: train
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path: ParaphraseRC/train-*
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- split: validation
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path: ParaphraseRC/validation-*
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- split: test
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path: ParaphraseRC/test-*
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- config_name: SelfRC
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data_files:
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- split: train
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path: SelfRC/train-*
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- split: validation
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path: SelfRC/validation-*
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- split: test
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path: SelfRC/test-*
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---
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# Dataset Card for duorc
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SelfRC/test-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:cd763f41d30133c1161015dd01478e2ddedac98362299d7713eec8c50a0fa8e5
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size 3035736
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SelfRC/train-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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size 14851720
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SelfRC/validation-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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size 3114390
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dataset_infos.json
DELETED
@@ -1 +0,0 @@
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-
{"SelfRC": {"description": "DuoRC contains 186,089 unique question-answer pairs created from a collection of 7680 pairs of movie plots where each pair in the collection reflects two versions of the same movie.\n", "citation": "@inproceedings{DuoRC,\nauthor = { Amrita Saha and Rahul Aralikatte and Mitesh M. Khapra and Karthik Sankaranarayanan},title = {{DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension}},\nbooktitle = {Meeting of the Association for Computational Linguistics (ACL)},\nyear = {2018}\n}\n", "homepage": "https://duorc.github.io/", "license": "https://raw.githubusercontent.com/duorc/duorc/master/LICENSE", "features": {"plot_id": {"dtype": "string", "id": null, "_type": "Value"}, "plot": {"dtype": "string", "id": null, "_type": "Value"}, "title": {"dtype": "string", "id": null, "_type": "Value"}, "question_id": {"dtype": "string", "id": null, "_type": "Value"}, "question": {"dtype": "string", "id": null, "_type": "Value"}, "answers": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "no_answer": {"dtype": "bool", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "builder_name": "duorc", "config_name": "SelfRC", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 239852925, "num_examples": 60721, "dataset_name": "duorc"}, "validation": {"name": "validation", "num_bytes": 51662575, "num_examples": 12961, "dataset_name": "duorc"}, "test": {"name": "test", "num_bytes": 49142766, "num_examples": 12559, "dataset_name": "duorc"}}, "download_checksums": {"https://raw.githubusercontent.com/duorc/duorc/master/dataset/SelfRC_train.json": {"num_bytes": 24388192, "checksum": "38c9dd56f3f0debc5d86ac9eadc42ab06e3bf4095feb0f7dd2c968a1555d774e"}, "https://raw.githubusercontent.com/duorc/duorc/master/dataset/SelfRC_dev.json": {"num_bytes": 5051240, "checksum": "003bc7f551041cbdbc433276cffbebf02a743d58e7d295b990c66bb643c75ffa"}, "https://raw.githubusercontent.com/duorc/duorc/master/dataset/SelfRC_test.json": {"num_bytes": 5023228, "checksum": "3372be8248a9dba7455eb22ff035378b40bf125cf8ae1409d9affebb4d2fe96f"}}, "download_size": 34462660, "post_processing_size": null, "dataset_size": 340658266, "size_in_bytes": 375120926}, "ParaphraseRC": {"description": "DuoRC contains 186,089 unique question-answer pairs created from a collection of 7680 pairs of movie plots where each pair in the collection reflects two versions of the same movie.\n", "citation": "@inproceedings{DuoRC,\nauthor = { Amrita Saha and Rahul Aralikatte and Mitesh M. Khapra and Karthik Sankaranarayanan},title = {{DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension}},\nbooktitle = {Meeting of the Association for Computational Linguistics (ACL)},\nyear = {2018}\n}\n", "homepage": "https://duorc.github.io/", "license": "https://raw.githubusercontent.com/duorc/duorc/master/LICENSE", "features": {"plot_id": {"dtype": "string", "id": null, "_type": "Value"}, "plot": {"dtype": "string", "id": null, "_type": "Value"}, "title": {"dtype": "string", "id": null, "_type": "Value"}, "question_id": {"dtype": "string", "id": null, "_type": "Value"}, "question": {"dtype": "string", "id": null, "_type": "Value"}, "answers": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "no_answer": {"dtype": "bool", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "builder_name": "duorc", "config_name": "ParaphraseRC", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 496683105, "num_examples": 69524, "dataset_name": "duorc"}, "validation": {"name": "validation", "num_bytes": 106510545, "num_examples": 15591, "dataset_name": "duorc"}, "test": {"name": "test", "num_bytes": 115215816, "num_examples": 15857, "dataset_name": "duorc"}}, "download_checksums": {"https://raw.githubusercontent.com/duorc/duorc/master/dataset/ParaphraseRC_train.json": {"num_bytes": 43374860, "checksum": "8a22500def833cf33a4eaaf7c00b5fc144b5fe26d40e6d94a96bd23a88056193"}, "https://raw.githubusercontent.com/duorc/duorc/master/dataset/ParaphraseRC_dev.json": {"num_bytes": 9319561, "checksum": "6d49a1ace1cebe7c73063551e91548725c75db505e1ada58af81c0e1dd21fe60"}, "https://raw.githubusercontent.com/duorc/duorc/master/dataset/ParaphraseRC_test.json": {"num_bytes": 10226629, "checksum": "98e471e3b8203664b1656f19fd22d50c3e8ec4e84792846ccf1ccbf0c1298799"}}, "download_size": 62921050, "post_processing_size": null, "dataset_size": 718409466, "size_in_bytes": 781330516}}
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duorc.py
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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
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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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"""DuoRC: A Paraphrased
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Reading Comprehension Question Answering Dataset"""
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-
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import json
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import datasets
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-
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_CITATION = """\
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@inproceedings{DuoRC,
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author = { Amrita Saha and Rahul Aralikatte and Mitesh M. Khapra and Karthik Sankaranarayanan},\
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title = {{DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension}},
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booktitle = {Meeting of the Association for Computational Linguistics (ACL)},
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year = {2018}
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}
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"""
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-
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-
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_DESCRIPTION = """\
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DuoRC contains 186,089 unique question-answer pairs created from a collection of 7680 pairs of movie plots where each pair in the collection reflects two versions of the same movie.
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"""
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_HOMEPAGE = "https://duorc.github.io/"
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_LICENSE = "https://raw.githubusercontent.com/duorc/duorc/master/LICENSE"
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_URL = "https://raw.githubusercontent.com/duorc/duorc/master/dataset/"
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_URLs = {
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"SelfRC": {
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"train": _URL + "SelfRC_train.json",
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"dev": _URL + "SelfRC_dev.json",
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"test": _URL + "SelfRC_test.json",
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},
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"ParaphraseRC": {
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"train": _URL + "ParaphraseRC_train.json",
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"dev": _URL + "ParaphraseRC_dev.json",
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"test": _URL + "ParaphraseRC_test.json",
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},
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}
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class DuorcConfig(datasets.BuilderConfig):
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"""BuilderConfig for DuoRC SelfRC."""
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def __init__(self, **kwargs):
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"""BuilderConfig for DuoRC SelfRC.
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Args:
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**kwargs: keyword arguments forwarded to super.
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"""
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super(DuorcConfig, self).__init__(**kwargs)
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class Duorc(datasets.GeneratorBasedBuilder):
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"""DuoRC Dataset"""
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VERSION = datasets.Version("1.0.0")
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BUILDER_CONFIGS = [
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DuorcConfig(name="SelfRC", version=VERSION, description="SelfRC dataset"),
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DuorcConfig(name="ParaphraseRC", version=VERSION, description="ParaphraseRC dataset"),
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]
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def _info(self):
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return datasets.DatasetInfo(
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# This is the description that will appear on the datasets page.
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description=_DESCRIPTION,
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# This defines the different columns of the dataset and their types
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features=datasets.Features(
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{
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"plot_id": datasets.Value("string"),
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"plot": datasets.Value("string"),
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"title": datasets.Value("string"),
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"question_id": datasets.Value("string"),
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"question": datasets.Value("string"),
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"answers": datasets.features.Sequence(datasets.Value("string")),
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"no_answer": datasets.Value("bool"),
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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,
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)
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def _split_generators(self, dl_manager):
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"""Returns SplitGenerators."""
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my_urls = _URLs[self.config.name]
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downloaded_files = dl_manager.download_and_extract(my_urls)
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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={
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"filepath": downloaded_files["train"],
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},
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),
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datasets.SplitGenerator(
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name=datasets.Split.VALIDATION,
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gen_kwargs={
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"filepath": downloaded_files["dev"],
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},
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),
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datasets.SplitGenerator(
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name=datasets.Split.TEST,
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gen_kwargs={
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"filepath": downloaded_files["test"],
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},
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),
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]
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def _generate_examples(self, filepath):
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"""This function returns the examples in the raw (text) form."""
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with open(filepath, encoding="utf-8") as f:
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duorc = json.load(f)
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for example in duorc:
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plot_id = example["id"]
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plot = example["plot"].strip()
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title = example["title"].strip()
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for qas in example["qa"]:
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question_id = qas["id"]
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question = qas["question"].strip()
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answers = [answer.strip() for answer in qas["answers"]]
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no_answer = qas["no_answer"]
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yield question_id, {
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"title": title,
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"plot": plot,
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"question": question,
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"plot_id": plot_id,
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"question_id": question_id,
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"answers": answers,
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"no_answer": no_answer,
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}
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