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copa_hr.py

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+# coding=utf-8
+# Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
+#
+# 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.
+
+
+import json
+
+import datasets
+
+
+_CITATION = ''
+_DESCRIPTION = """The COPA-HR dataset (Choice of plausible alternatives in Croatian) is a translation 
+of the English COPA dataset (https://people.ict.usc.edu/~gordon/copa.html) by following the 
+XCOPA dataset translation methodology (https://arxiv.org/abs/2005.00333). The dataset consists of 1000 premises 
+(My body cast a shadow over the grass), each given a question (What is the cause?), and two choices 
+(The sun was rising; The grass was cut), with a label encoding which of the choices is more plausible 
+given the annotator or translator (The sun was rising).
+
+The dataset is split into 400 training samples, 100 validation samples, and 500 test samples. It includes the 
+following features: 'premise', 'choice1', 'choice2', 'label', 'question', 'changed' (boolean).
+"""
+_HOMEPAGE = 'https://www.clarin.si/repository/xmlui/handle/11356/1404'
+_LICENSE = ''
+
+_TRAINING_FILE = 'train.jsonl'
+_DEV_FILE = 'val.jsonl'
+_TEST_FILE = 'test.jsonl'
+
+
+class CopaHr(datasets.GeneratorBasedBuilder):
+    VERSION = datasets.Version('1.1.0')
+
+    BUILDER_CONFIGS = [
+        datasets.BuilderConfig(
+            name='copa_hr',
+            version=VERSION,
+            data_files=[_TRAINING_FILE, _DEV_FILE, _TEST_FILE],
+            description=''
+        )
+    ]
+
+    def _info(self):
+        features = datasets.Features(
+            {
+                'premise': datasets.Value('string'),
+                'choice1': datasets.Value('string'),
+                'choice2': datasets.Value('string'),
+                'label': datasets.features.ClassLabel(names=['0', '1']),
+                'question': datasets.Value('string'),
+                'idx': datasets.Value('int64'),
+                'changed': datasets.Value('bool')
+            }
+        )
+
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=features,
+            supervised_keys=None,
+            homepage=_HOMEPAGE,
+            license=_LICENSE,
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN, gen_kwargs={'filepath': _TRAINING_FILE, 'split': 'train'}
+            ),
+            datasets.SplitGenerator(
+                name=datasets.Split.VALIDATION, gen_kwargs={'filepath': _DEV_FILE, 'split': 'dev'}
+            ),
+            datasets.SplitGenerator(
+                name=datasets.Split.TEST, gen_kwargs={'filepath': _TEST_FILE, 'split': 'test'}
+            ),
+        ]
+
+    def _generate_examples(self, filepath, split):
+        with open(filepath, encoding='utf-8') as f:
+            for i, line in enumerate(f):
+                data = json.loads(line)
+                yield i, {
+                    'premise': data['premise'],
+                    'choice1': data['choice1'],
+                    'choice2': data['choice2'],
+                    'question': data['question'],
+                    'label': str(data['label']),
+                    'idx': data['idx'],
+                    'changed': data['changed']
+                }

test.jsonl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:809967a09c31862d51efde4ae6ae0ed7d36d0e5179e260a786fc267569326875
+size 98496

train.jsonl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:a96f4bbcfb3d7dac287b31231b61a73f080b9cc9d68496cb6aaaa927f735230c
+size 80381

val.jsonl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:20b4348af5cfaf4be074a57e7b9e5c5d6fdb23eb0530681c7cd0295341a163a8
+size 19982