Update files from the datasets library (from 1.2.0)

Release notes: https://github.com/huggingface/datasets/releases/tag/1.2.0

.gitattributes

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+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bin.* filter=lfs diff=lfs merge=lfs -text
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+*.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
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README.md

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+---
+annotations_creators:
+- expert-generated
+language_creators:
+- expert-generated
+languages:
+- en
+licenses: []
+multilinguality:
+- monolingual
+size_categories:
+- 1K<n<10K
+source_datasets:
+- original
+task_categories:
+- other
+task_ids:
+- other-other-relation-extraction
+---
+
+# Dataset Card for [DialogRE]
+
+## 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)
+
+## Dataset Description
+
+- **Homepage:** [Github](https://github.com/nlpdata/dialogre)
+- **Repository:** [Github](https://github.com/nlpdata/dialogre)
+- **Paper:** [Arxiv](https://arxiv.org/abs/2004.08056v1)
+- **Leaderboard:**
+- **Point of Contact:**
+
+### Dataset Summary
+
+[More Information Needed]
+
+### Supported Tasks and Leaderboards
+
+[More Information Needed]
+
+### Languages
+
+[More Information Needed]
+
+## Dataset Structure
+
+### Data Instances
+
+[More Information Needed]
+
+### Data Fields
+
+* `dialog`
+
+  * List of dialog spoken between two speakers
+
+* List of annotations per dialog per argument
+
+  * `x` : First entity
+
+  * `y` : Second entity
+
+  * `x_type` : First entity type
+  * `y_type`: Second entity type
+  * `r` : List of relations
+  * `rid`: List of relation IDs
+  * `t`: List of relation Trigger words
+
+### Data Splits
+
+[More Information Needed]
+
+## Dataset Creation
+
+### Curation Rationale
+
+[More Information Needed]
+
+### Source Data
+
+#### Initial Data Collection and Normalization
+
+[More Information Needed]
+
+#### Who are the source language producers?
+
+[More Information Needed]
+
+### Annotations
+
+#### Annotation process
+
+[More Information Needed]
+
+#### Who are the annotators?
+
+[More Information Needed]
+
+### Personal and Sensitive Information
+
+[More Information Needed]
+
+## Considerations for Using the Data
+
+### Social Impact of Dataset
+
+[More Information Needed]
+
+### Discussion of Biases
+
+[More Information Needed]
+
+### Other Known Limitations
+
+[More Information Needed]
+
+## Additional Information
+
+### Dataset Curators
+
+[More Information Needed]
+
+### Licensing Information
+
+[More Information Needed]
+
+### Citation Information
+
+[More Information Needed]

dataset_infos.json

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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

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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.
+
+"""DialogRE: the first human-annotated dialogue-based relation extraction dataset"""
+
+from __future__ import absolute_import, division, print_function
+
+import json
+import os
+
+import datasets
+
+
+_CITATION = """\
+@inproceedings{yu2020dialogue,
+  title={Dialogue-Based Relation Extraction},
+  author={Yu, Dian and Sun, Kai and Cardie, Claire and Yu, Dong},
+  booktitle={Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics},
+  year={2020},
+  url={https://arxiv.org/abs/2004.08056v1}
+}
+"""
+
+_DESCRIPTION = """\
+DialogRE is the first human-annotated dialogue based relation extraction (RE) dataset aiming
+to support the prediction of relation(s) between two arguments that appear in a dialogue.
+The dataset annotates all occurrences of 36 possible relation types that exist between pairs
+of arguments in the 1,788 dialogues originating from the complete transcripts of Friends.
+"""
+
+_HOMEPAGE = "https://github.com/nlpdata/dialogre"
+
+_LICENSE = "https://github.com/nlpdata/dialogre/blob/master/license.txt"
+
+_URL = "https://raw.githubusercontent.com/nlpdata/dialogre/master/data_v2/en/data/"
+_URLs = {
+    "train": _URL + "train.json",
+    "dev": _URL + "dev.json",
+    "test": _URL + "test.json",
+}
+
+
+class DialogREConfig(datasets.BuilderConfig):
+    """BuilderConfig for DialogRE"""
+
+    def __init__(self, **kwargs):
+        """BuilderConfig for DialogRE.
+        Args:
+          **kwargs: keyword arguments forwarded to super.
+        """
+        super(DialogREConfig, self).__init__(**kwargs)
+
+
+class DialogRE(datasets.GeneratorBasedBuilder):
+    """DialogRE: Human-annotated dialogue-based relation extraction dataset Version 2"""
+
+    VERSION = datasets.Version("1.1.0")
+
+    BUILDER_CONFIGS = [
+        DialogREConfig(
+            name="dialog_re",
+            version=datasets.Version("1.1.0"),
+            description="DialogRE: Human-annotated dialogue-based relation extraction dataset",
+        ),
+    ]
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {
+                    "dialog": datasets.Sequence(datasets.Value("string")),
+                    "relation_data": datasets.Sequence(
+                        {
+                            "x": datasets.Value("string"),
+                            "y": datasets.Value("string"),
+                            "x_type": datasets.Value("string"),
+                            "y_type": datasets.Value("string"),
+                            "r": datasets.Sequence(datasets.Value("string")),
+                            "rid": datasets.Sequence(datasets.Value("int32")),
+                            "t": datasets.Sequence(datasets.Value("string")),
+                        }
+                    ),
+                }
+            ),
+            supervised_keys=None,
+            homepage=_HOMEPAGE,
+            license=_LICENSE,
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        """Returns SplitGenerators."""
+
+        data_dir = dl_manager.download_and_extract(_URLs)
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                gen_kwargs={
+                    "filepath": os.path.join(data_dir["train"]),
+                    "split": "train",
+                },
+            ),
+            datasets.SplitGenerator(
+                name=datasets.Split.TEST,
+                gen_kwargs={"filepath": os.path.join(data_dir["test"]), "split": "test"},
+            ),
+            datasets.SplitGenerator(
+                name=datasets.Split.VALIDATION,
+                gen_kwargs={
+                    "filepath": os.path.join(data_dir["dev"]),
+                    "split": "dev",
+                },
+            ),
+        ]
+
+    def _generate_examples(self, filepath, split):
+        """ Yields examples. """
+
+        with open(filepath, encoding="utf-8") as f:
+            dataset = json.load(f)
+
+            for id_, data in enumerate(dataset):
+                dialog = data[0]
+                relation_data = data[1]
+
+                yield id_, {
+                    "dialog": dialog,
+                    "relation_data": relation_data,
+                }

dummy/dialog_re/1.1.0/dummy_data.zip

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