File size: 5,938 Bytes
f8b8d03 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 |
# coding=utf-8
# Copyright 2020 HuggingFace Datasets Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# Lint as: python3
import datasets
_CITATION = """\
@InProceedings{WikiAtomicEdits,
title = {{WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse}},
author = {Faruqui, Manaal and Pavlick, Ellie and Tenney, Ian and Das, Dipanjan},
booktitle = {Proc. of EMNLP},
year = {2018}
}
"""
_DESCRIPTION = """\
A dataset of atomic wikipedia edits containing insertions and deletions of a contiguous chunk of text in a sentence. This dataset contains ~43 million edits across 8 languages.
An atomic edit is defined as an edit e applied to a natural language expression S as the insertion, deletion, or substitution of a sub-expression P such that both the original expression S and the resulting expression e(S) are well-formed semantic constituents (MacCartney, 2009). In this corpus, we release such atomic insertions and deletions made to sentences in wikipedia.
"""
_HOMEPAGE = "https://github.com/google-research-datasets/wiki-atomic-edits"
_VERSION = "1.0.0"
_URL = {
"german": {
"insertions": "https://storage.googleapis.com/wiki-atomic-edits/german/insertions.tsv.gz",
"deletions": "https://storage.googleapis.com/wiki-atomic-edits/german/deletions.tsv.gz",
},
"english": {
"insertions": "https://storage.googleapis.com/wiki-atomic-edits/english/insertions.tsv.gz",
"deletions": "https://storage.googleapis.com/wiki-atomic-edits/english/deletions.tsv.gz",
},
"spanish": {
"insertions": "https://storage.googleapis.com/wiki-atomic-edits/spanish/insertions.tsv.gz",
"deletions": "https://storage.googleapis.com/wiki-atomic-edits/spanish/deletions.tsv.gz",
},
"french": {
"insertions": "https://storage.googleapis.com/wiki-atomic-edits/french/insertions.tsv.gz",
"deletions": "https://storage.googleapis.com/wiki-atomic-edits/french/deletions.tsv.gz",
},
"italian": {
"insertions": "https://storage.googleapis.com/wiki-atomic-edits/italian/insertions.tsv.gz",
"deletions": "https://storage.googleapis.com/wiki-atomic-edits/italian/deletions.tsv.gz",
},
"japanese": {
"insertions": "https://storage.googleapis.com/wiki-atomic-edits/japanese/insertions.tsv.gz",
"deletions": "https://storage.googleapis.com/wiki-atomic-edits/japanese/deletions.tsv.gz",
},
"russian": {
"insertions": "https://storage.googleapis.com/wiki-atomic-edits/russian/insertions.tsv.gz",
"deletions": "https://storage.googleapis.com/wiki-atomic-edits/russian/deletions.tsv.gz",
},
"chinese": {
"insertions": "https://storage.googleapis.com/wiki-atomic-edits/chinese/insertions.tsv.gz",
"deletions": "https://storage.googleapis.com/wiki-atomic-edits/chinese/deletions.tsv.gz",
},
}
_LANG_EDITS = [
("german", "insertions"),
("german", "deletions"),
("english", "insertions"),
("english", "deletions"),
("spanish", "insertions"),
("spanish", "deletions"),
("french", "insertions"),
("french", "deletions"),
("italian", "insertions"),
("italian", "deletions"),
("japanese", "insertions"),
("japanese", "deletions"),
("russian", "insertions"),
("russian", "deletions"),
("chinese", "insertions"),
("chinese", "deletions"),
]
class WikiAtomicEditsConfig(datasets.BuilderConfig):
def __init__(self, *args, language=None, edit_type=None, **kwargs):
super().__init__(*args, **kwargs)
self.language = language
self.edit_type = edit_type
class WikiAtomicEdits(datasets.GeneratorBasedBuilder):
BUILDER_CONFIGS = [
WikiAtomicEditsConfig(
name=f"{lang}_{edit_type}",
language=lang,
edit_type=edit_type,
description=f"Language: {lang}, Edit type: {edit_type}",
version=datasets.Version(_VERSION),
)
for lang, edit_type in _LANG_EDITS
]
BUILDER_CONFIG_CLASS = WikiAtomicEditsConfig
def _info(self):
return datasets.DatasetInfo(
description=_DESCRIPTION,
features=datasets.Features(
{
"id": datasets.Value("int32"),
"base_sentence": datasets.Value("string"),
"phrase": datasets.Value("string"),
"edited_sentence": datasets.Value("string"),
}
),
supervised_keys=None,
homepage=_HOMEPAGE,
citation=_CITATION,
)
def _split_generators(self, dl_manager):
datapath = dl_manager.download_and_extract(_URL[self.config.language][self.config.edit_type])
return [
datasets.SplitGenerator(
name=datasets.Split.TRAIN,
gen_kwargs={"datapath": datapath},
)
]
def _generate_examples(self, datapath):
with open(datapath, "r", encoding="utf-8") as data_file:
next(data_file)
for sentence_counter, sent in enumerate(data_file):
sent = sent.split("\t")
res = {
"id": sentence_counter,
"base_sentence": sent[0],
"phrase": sent[1],
"edited_sentence": sent[2],
}
yield sentence_counter, res
|