Update files from the datasets library (from 1.5.0)

Release notes: https://github.com/huggingface/datasets/releases/tag/1.5.0

.gitattributes

@@ -0,0 +1,27 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bin.* filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zstandard filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,147 @@
+---
+annotations_creators: []
+language_creators:
+- crowdsourced
+languages:
+- ro
+- en
+licenses:
+- cc-by-4-0
+multilinguality:
+- multilingual
+size_categories:
+- 10K<n<100K
+source_datasets:
+- extended|other-sts-b
+task_categories:
+- conditional-text-generation
+task_ids:
+- machine-translation
+---
+
+# Dataset Card for RO-STS-Parallel
+
+## Table of Contents
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks](#supported-tasks-and-leaderboards)
+  - [Languages](#languages)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-instances)
+  - [Data Splits](#data-instances)
+- [Dataset Creation](#dataset-creation)
+  - [Curation Rationale](#curation-rationale)
+  - [Source Data](#source-data)
+  - [Annotations](#annotations)
+  - [Personal and Sensitive Information](#personal-and-sensitive-information)
+- [Considerations for Using the Data](#considerations-for-using-the-data)
+  - [Social Impact of Dataset](#social-impact-of-dataset)
+  - [Discussion of Biases](#discussion-of-biases)
+  - [Other Known Limitations](#other-known-limitations)
+- [Additional Information](#additional-information)
+  - [Dataset Curators](#dataset-curators)
+  - [Licensing Information](#licensing-information)
+  - [Citation Information](#citation-information)
+  - [Contributions](#contributions)
+
+## Dataset Description
+
+- **Homepage:** [GitHub](https://github.com/dumitrescustefan/RO-STS)
+- **Repository:** [GitHub](https://github.com/dumitrescustefan/RO-STS)
+- **Paper:** [Needs More Information]
+- **Leaderboard:** [Needs More Information]
+- **Point of Contact:** dumitrescu.stefan@gmail.com
+
+### Dataset Summary
+
+We present RO-STS-Parallel - a Parallel Romanian-English dataset obtained by translating the [STS English dataset](https://ixa2.si.ehu.eus/stswiki/index.php/STSbenchmark) dataset into Romanian. It contains 17256 sentences in Romanian and English.
+
+### Supported Tasks and Leaderboards
+
+[Needs More Information]
+
+### Languages
+
+The text dataset is in Romanian and English (`ro`, `en`)
+
+## Dataset Structure
+
+### Data Instances
+
+An example looks like this:
+
+```
+{
+  'translation': {
+    'ro': 'Problema e si mai simpla.',
+    'en': 'The problem is simpler than that.'
+    }
+}
+```
+
+### Data Fields
+
+- translation:
+  - ro: text in Romanian
+  - en: text in English
+
+### Data Splits
+
+The train/validation/test split contain 11,498/3,000/2,758 sentence pairs.
+
+## Dataset Creation
+
+### Curation Rationale
+
+### Source Data
+
+#### Initial Data Collection and Normalization
+
+*To construct the dataset, we first obtained automatic translations using Google's translation engine. These were then manually checked, corrected, and cross-validated by human volunteers. *
+
+#### Who are the source language producers?
+
+[Needs More Information]
+
+### Annotations
+
+#### Annotation process
+
+#### Who are the annotators?
+
+### Personal and Sensitive Information
+
+[Needs More Information]
+
+## Considerations for Using the Data
+
+### Social Impact of Dataset
+
+[Needs More Information]
+
+### Discussion of Biases
+
+[Needs More Information]
+
+### Other Known Limitations
+
+[Needs More Information]
+
+## Additional Information
+
+### Dataset Curators
+
+[Needs More Information]
+
+### Licensing Information
+
+CC BY-SA 4.0 License
+
+### Citation Information
+
+[Needs More Information]
+
+### Contributions
+
+Thanks to [@lorinczb](https://github.com/lorinczb) for adding this dataset.

dataset_infos.json

@@ -0,0 +1 @@
+{"ro_sts_parallel": {"description": "The RO-STS-Parallel (a Parallel Romanian English dataset - translation of the Semantic Textual Similarity) contains 17256 sentences in Romanian and English. It is a high-quality translation of the English STS benchmark dataset into Romanian.\n", "citation": "Article under review\n", "homepage": "https://github.com/dumitrescustefan/RO-STS/", "license": "", "features": {"translation": {"languages": ["ro", "en"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": {"input": "ro", "output": "en"}, "builder_name": "ro_sts_parallel", "config_name": "ro_sts_parallel", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1563909, "num_examples": 11499, "dataset_name": "ro_sts_parallel"}, "validation": {"name": "validation", "num_bytes": 443787, "num_examples": 3001, "dataset_name": "ro_sts_parallel"}, "test": {"name": "test", "num_bytes": 347590, "num_examples": 2759, "dataset_name": "ro_sts_parallel"}}, "download_checksums": {"https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/ro-en/RO-STS.train.ro": {"num_bytes": 820856, "checksum": "ea7ca3d0ca6c2c0ffa70413a2fe006a0aca55c9f467c6f30a4b6dcc731307838"}, "https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/ro-en/RO-STS.train.en": {"num_bytes": 674041, "checksum": "4f977090eb8beeb61a76876b1ba60462104633979f2c13f439fb1134a43648a8"}, "https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/ro-en/RO-STS.dev.ro": {"num_bytes": 230730, "checksum": "04be055b3b073483b5d36be54d86b3809c14edd707b16e909e23a98098b760c0"}, "https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/ro-en/RO-STS.dev.en": {"num_bytes": 195041, "checksum": "219fa6df88e71a829cb31bc40f7cde7258e86c532d43ed7e0b1e2aaec5281ebc"}, "https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/ro-en/RO-STS.test.ro": {"num_bytes": 180359, "checksum": "81df186cfe2763d21d05a8be6f5a9146ed3eaac9c6080b5a630309036e23c529"}, "https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/ro-en/RO-STS.test.en": {"num_bytes": 150667, "checksum": "9088e52b259c5daf91ae830369ab51c3de0a1e377dd5ae17af6a3e75e1f81ff0"}}, "download_size": 2251694, "post_processing_size": null, "dataset_size": 2355286, "size_in_bytes": 4606980}, "rosts-parallel-en-ro": {"description": "The RO-STS-Parallel (a Parallel Romanian English dataset - translation of the Semantic Textual Similarity) contains 17256 sentences in Romanian and English. It is a high-quality translation of the English STS benchmark dataset into Romanian.\n", "citation": "Article under review\n", "homepage": "https://github.com/dumitrescustefan/RO-STS/", "license": "", "features": {"translation": {"languages": ["en", "ro"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": {"input": "en", "output": "ro"}, "builder_name": "rosts_parallel", "config_name": "rosts-parallel-en-ro", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1563909, "num_examples": 11499, "dataset_name": "rosts_parallel"}, "validation": {"name": "validation", "num_bytes": 443787, "num_examples": 3001, "dataset_name": "rosts_parallel"}, "test": {"name": "test", "num_bytes": 347590, "num_examples": 2759, "dataset_name": "rosts_parallel"}}, "download_checksums": {"https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/ro-en/RO-STS.train.en": {"num_bytes": 674041, "checksum": "4f977090eb8beeb61a76876b1ba60462104633979f2c13f439fb1134a43648a8"}, "https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/ro-en/RO-STS.train.ro": {"num_bytes": 820856, "checksum": "ea7ca3d0ca6c2c0ffa70413a2fe006a0aca55c9f467c6f30a4b6dcc731307838"}, "https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/ro-en/RO-STS.dev.en": {"num_bytes": 195041, "checksum": "219fa6df88e71a829cb31bc40f7cde7258e86c532d43ed7e0b1e2aaec5281ebc"}, "https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/ro-en/RO-STS.dev.ro": {"num_bytes": 230730, "checksum": "04be055b3b073483b5d36be54d86b3809c14edd707b16e909e23a98098b760c0"}, "https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/ro-en/RO-STS.test.en": {"num_bytes": 150667, "checksum": "9088e52b259c5daf91ae830369ab51c3de0a1e377dd5ae17af6a3e75e1f81ff0"}, "https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/ro-en/RO-STS.test.ro": {"num_bytes": 180359, "checksum": "81df186cfe2763d21d05a8be6f5a9146ed3eaac9c6080b5a630309036e23c529"}}, "download_size": 2251694, "post_processing_size": null, "dataset_size": 2355286, "size_in_bytes": 4606980}, "ro_sts_parallel": {"description": "The RO-STS-Parallel (a Parallel Romanian English dataset - translation of the Semantic Textual Similarity) contains 17256 sentences in Romanian and English. It is a high-quality translation of the English STS benchmark dataset into Romanian.\n", "citation": "Article under review\n", "homepage": "https://github.com/dumitrescustefan/RO-STS", "license": "CC BY-SA 4.0 License", "features": {"translation": {"languages": ["ro", "en"], "id": null, "_type": "Translation"}}, "post_processed": null, "supervised_keys": {"input": "ro", "output": "en"}, "builder_name": "ro_sts_parallel", "config_name": "ro_sts_parallel", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1563909, "num_examples": 11499, "dataset_name": "ro_sts_parallel"}, "validation": {"name": "validation", "num_bytes": 443787, "num_examples": 3001, "dataset_name": "ro_sts_parallel"}, "test": {"name": "test", "num_bytes": 347590, "num_examples": 2759, "dataset_name": "ro_sts_parallel"}}, "download_checksums": {"https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/ro-en/RO-STS.train.ro": {"num_bytes": 820856, "checksum": "ea7ca3d0ca6c2c0ffa70413a2fe006a0aca55c9f467c6f30a4b6dcc731307838"}, "https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/ro-en/RO-STS.train.en": {"num_bytes": 674041, "checksum": "4f977090eb8beeb61a76876b1ba60462104633979f2c13f439fb1134a43648a8"}, "https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/ro-en/RO-STS.dev.ro": {"num_bytes": 230730, "checksum": "04be055b3b073483b5d36be54d86b3809c14edd707b16e909e23a98098b760c0"}, "https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/ro-en/RO-STS.dev.en": {"num_bytes": 195041, "checksum": "219fa6df88e71a829cb31bc40f7cde7258e86c532d43ed7e0b1e2aaec5281ebc"}, "https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/ro-en/RO-STS.test.ro": {"num_bytes": 180359, "checksum": "81df186cfe2763d21d05a8be6f5a9146ed3eaac9c6080b5a630309036e23c529"}, "https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/ro-en/RO-STS.test.en": {"num_bytes": 150667, "checksum": "9088e52b259c5daf91ae830369ab51c3de0a1e377dd5ae17af6a3e75e1f81ff0"}}, "download_size": 2251694, "post_processing_size": null, "dataset_size": 2355286, "size_in_bytes": 4606980}}

dummy/ro_sts_parallel/1.0.0/dummy_data.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13d1c065a9c7c81015b4c551155234980edaa9a5ec7f38ee49c1bde3f87a8e3f
+size 1886

ro_sts_parallel.py

@@ -0,0 +1,117 @@
+# coding=utf-8
+# Copyright 2021 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.
+"""RO-STS-Parallel: a Parallel English-Romanian Dataset by translating the Semantic Textual Similarity dataset"""
+
+from __future__ import absolute_import, division, print_function
+
+import datasets
+
+
+# Find for instance the citation on arxiv or on the dataset repo/website
+_CITATION = """\
+Article under review
+"""
+
+# You can copy an official description
+_DESCRIPTION = """\
+The RO-STS-Parallel (a Parallel Romanian English dataset - translation of the Semantic Textual Similarity) contains 17256 sentences in Romanian and English. It is a high-quality translation of the English STS benchmark dataset into Romanian.
+"""
+
+_HOMEPAGE = "https://github.com/dumitrescustefan/RO-STS"
+
+_LICENSE = "CC BY-SA 4.0 License"
+
+# The HuggingFace dataset library don't host the datasets but only point to the original files
+# This can be an arbitrary nested dict/list of URLs (see below in `_split_generators` method)
+_URL = "https://github.com/dumitrescustefan/RO-STS/tree/master/dataset/ro-en"
+# _TRAINING_FILE_RO = "RO-STS.train.ro"
+# _TRAINING_FILE_EN = "RO-STS.train.en"
+# _TEST_FILE_RO = "RO-STS.test.ro"
+# _TEST_FILE_EN = "RO-STS.test.en"
+# _DEV_FILE_RO = "RO-STS.dev.ro"
+# _DEV_FILE_EN = "RO-STS.dev.en"
+_DATA_URL = "https://raw.githubusercontent.com/dumitrescustefan/RO-STS/master/dataset/ro-en/RO-STS.{}.{}"
+
+
+class ROSTSParallelConfig(datasets.BuilderConfig):
+    """BuilderConfig for RO-STS-Parallel dataset"""
+
+    def __init__(self, language_pair=(None, None), **kwargs):
+
+        # description = ("RO-STS Parallel dataset, translation from %s to %s") % (language_pair[0], language_pair[1])
+        super(ROSTSParallelConfig, self).__init__(**kwargs)
+        self.language_pair = language_pair
+
+
+class RoStsParallel(datasets.GeneratorBasedBuilder):
+    """RO-STS-Parallel dataset"""
+
+    VERSION = datasets.Version("1.0.0")
+    BUILDER_CONFIGS = [
+        ROSTSParallelConfig(
+            name="ro_sts_parallel", version=VERSION, description="RO-STS Parallel dataset", language_pair=("ro", "en")
+        )
+    ]
+
+    def _info(self):
+
+        source, target = self.config.language_pair
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {"translation": datasets.features.Translation(languages=self.config.language_pair)}
+            ),
+            supervised_keys=(source, target),
+            homepage=_HOMEPAGE,
+            license=_LICENSE,
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        """Returns SplitGenerators."""
+
+        source, target = self.config.language_pair
+
+        files = {}
+        for split in ("train", "dev", "test"):
+            if split == "train":
+                dl_dir_src = dl_manager.download_and_extract(_DATA_URL.format("train", source))
+                dl_dir_tar = dl_manager.download_and_extract(_DATA_URL.format("train", target))
+            if split == "dev":
+                dl_dir_src = dl_manager.download_and_extract(_DATA_URL.format("dev", source))
+                dl_dir_tar = dl_manager.download_and_extract(_DATA_URL.format("dev", target))
+            if split == "test":
+                dl_dir_src = dl_manager.download_and_extract(_DATA_URL.format("test", source))
+                dl_dir_tar = dl_manager.download_and_extract(_DATA_URL.format("test", target))
+
+            files[split] = {"source_file": dl_dir_src, "target_file": dl_dir_tar}
+
+        return [
+            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs=files["train"]),
+            datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs=files["dev"]),
+            datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs=files["test"]),
+        ]
+
+    def _generate_examples(self, source_file, target_file):
+        """This function returns the examples in the raw (text) form."""
+        with open(source_file, encoding="utf-8") as f:
+            source_sentences = f.read().split("\n")
+        with open(target_file, encoding="utf-8") as f:
+            target_sentences = f.read().split("\n")
+
+        source, target = self.config.language_pair
+        for idx, (l1, l2) in enumerate(zip(source_sentences, target_sentences)):
+            result = {"translation": {source: l1, target: l2}}
+            yield idx, result