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
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README.md

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+---
+annotations_creators:
+- expert-generated
+language_creators:
+- crowdsourced
+languages:
+- no
+licenses:
+- unknown-
+multilinguality:
+- monolingual
+size_categories:
+- 10K<n<100K
+source_datasets:
+- original
+task_categories:
+- structure-prediction
+task_ids:
+- named-entity-recognition
+---
+
+# Dataset Card for Norwegian NER
+
+## 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/ljos/navnkjenner)
+- **Repository:** [Github](https://github.com/ljos/navnkjenner)
+- **Paper:**
+- **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
+
+[More Information Needed]
+
+### 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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+{"bokmaal": {"description": "Named entities Recognition dataset for Norwegian.\n", "citation": "@inproceedings{johansen2019ner,\n  title={Named-Entity Recognition for Norwegian},\n  author={Johansen, Bjarte},\n  booktitle={Proceedings of the 22nd Nordic Conference on Computational Linguistics, NoDaLiDa},\n  year={2019}\n}\n", "homepage": "https://github.com/ljos/navnkjenner", "license": "", "features": {"idx": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "lemmas": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "pos_tags": {"feature": {"num_classes": 17, "names": ["NOUN", "PUNCT", "ADP", "NUM", "SYM", "SCONJ", "ADJ", "PART", "DET", "CCONJ", "PROPN", "PRON", "X", "ADV", "INTJ", "VERB", "AUX"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "ner_tags": {"feature": {"num_classes": 17, "names": ["O", "B-OTH", "I-OTH", "E-OTH", "S-OTH", "B-ORG", "I-ORG", "E-ORG", "S-ORG", "B-PRS", "I-PRS", "E-PRS", "S-PRS", "B-GEO", "I-GEO", "E-GEO", "S-GEO"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "norwegianner", "config_name": "bokmaal", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 9859760, "num_examples": 15696, "dataset_name": "norwegianner"}, "validation": {"name": "validation", "num_bytes": 1475216, "num_examples": 2410, "dataset_name": "norwegianner"}, "test": {"name": "test", "num_bytes": 1212939, "num_examples": 1939, "dataset_name": "norwegianner"}}, "download_checksums": {"https://github.com/ljos/navnkjenner/blob/master/data/bokmaal/no_bokmaal-ud-train.bioes?raw=true": {"num_bytes": 6873565, "checksum": "f4352a4ce6c17b437930022e52dbaa3aeed8bf99533c5bcda26d484bd66dc9c7"}, "https://github.com/ljos/navnkjenner/blob/master/data/bokmaal/no_bokmaal-ud-dev.bioes?raw=true": {"num_bytes": 1029129, "checksum": "61e863a87a6cceaaa97ce6a8b7379c5efcca8f35210bb5de102baa832112a3bb"}, "https://github.com/ljos/navnkjenner/blob/master/data/bokmaal/no_bokmaal-ud-test.bioes?raw=true": {"num_bytes": 845066, "checksum": "ef73251694533a258d2858fa535ec8895c911b9891d6bd1d5577e7ac7d67ad81"}}, "download_size": 8747760, "post_processing_size": null, "dataset_size": 12547915, "size_in_bytes": 21295675}, "nynorsk": {"description": "Named entities Recognition dataset for Norwegian.\n", "citation": "@inproceedings{johansen2019ner,\n  title={Named-Entity Recognition for Norwegian},\n  author={Johansen, Bjarte},\n  booktitle={Proceedings of the 22nd Nordic Conference on Computational Linguistics, NoDaLiDa},\n  year={2019}\n}\n", "homepage": "https://github.com/ljos/navnkjenner", "license": "", "features": {"idx": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "lemmas": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "pos_tags": {"feature": {"num_classes": 17, "names": ["NOUN", "PUNCT", "ADP", "NUM", "SYM", "SCONJ", "ADJ", "PART", "DET", "CCONJ", "PROPN", "PRON", "X", "ADV", "INTJ", "VERB", "AUX"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "ner_tags": {"feature": {"num_classes": 17, "names": ["O", "B-OTH", "I-OTH", "E-OTH", "S-OTH", "B-ORG", "I-ORG", "E-ORG", "S-ORG", "B-PRS", "I-PRS", "E-PRS", "S-PRS", "B-GEO", "I-GEO", "E-GEO", "S-GEO"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "norwegianner", "config_name": "nynorsk", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 9916338, "num_examples": 14174, "dataset_name": "norwegianner"}, "validation": {"name": "validation", "num_bytes": 1257235, "num_examples": 1890, "dataset_name": "norwegianner"}, "test": {"name": "test", "num_bytes": 1006733, "num_examples": 1511, "dataset_name": "norwegianner"}}, "download_checksums": {"https://github.com/ljos/navnkjenner/blob/master/data/nynorsk/no_nynorsk-ud-train.bioes?raw=true": {"num_bytes": 6910930, "checksum": "6af9021ddc9bef8f4dfddea376253324b42dd62bee7979128a5d4df5d1dc0856"}, "https://github.com/ljos/navnkjenner/blob/master/data/nynorsk/no_nynorsk-ud-dev.bioes?raw=true": {"num_bytes": 871612, "checksum": "d0a9b9d2e8b32419d8d511c0e151abf6fe6e34248445c67c674fdba6f02eed0d"}, "https://github.com/ljos/navnkjenner/blob/master/data/nynorsk/no_nynorsk-ud-test.bioes?raw=true": {"num_bytes": 702003, "checksum": "6f3dad1b5c4cad23c2148357afdc9dcbb9080824d5479faca97fa9435430da65"}}, "download_size": 8484545, "post_processing_size": null, "dataset_size": 12180306, "size_in_bytes": 20664851}, "samnorsk": {"description": "Named entities Recognition dataset for Norwegian.\n", "citation": "@inproceedings{johansen2019ner,\n  title={Named-Entity Recognition for Norwegian},\n  author={Johansen, Bjarte},\n  booktitle={Proceedings of the 22nd Nordic Conference on Computational Linguistics, NoDaLiDa},\n  year={2019}\n}\n", "homepage": "https://github.com/ljos/navnkjenner", "license": "", "features": {"idx": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "tokens": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "lemmas": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "pos_tags": {"feature": {"num_classes": 17, "names": ["NOUN", "PUNCT", "ADP", "NUM", "SYM", "SCONJ", "ADJ", "PART", "DET", "CCONJ", "PROPN", "PRON", "X", "ADV", "INTJ", "VERB", "AUX"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "ner_tags": {"feature": {"num_classes": 17, "names": ["O", "B-OTH", "I-OTH", "E-OTH", "S-OTH", "B-ORG", "I-ORG", "E-ORG", "S-ORG", "B-PRS", "I-PRS", "E-PRS", "S-PRS", "B-GEO", "I-GEO", "E-GEO", "S-GEO"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "norwegianner", "config_name": "samnorsk", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 22508485, "num_examples": 34170, "dataset_name": "norwegianner"}, "validation": {"name": "validation", "num_bytes": 2732419, "num_examples": 4300, "dataset_name": "norwegianner"}, "test": {"name": "test", "num_bytes": 2219640, "num_examples": 3450, "dataset_name": "norwegianner"}}, "download_checksums": {"https://github.com/ljos/navnkjenner/blob/master/data/samnorsk/no_samnorsk-ud-train.bioes?raw=true": {"num_bytes": 15685238, "checksum": "538def9d734936fe381e62950efad87d444e297e14103438366e0ac796e46953"}, "https://github.com/ljos/navnkjenner/blob/master/data/samnorsk/no_samnorsk-ud-dev.bioes?raw=true": {"num_bytes": 1900741, "checksum": "9a65673fa2f3deb58d2003dac52b4d30b54ad2cbd208bf46031350052dd0e5ed"}, "https://github.com/ljos/navnkjenner/blob/master/data/samnorsk/no_samnorsk-ud-test.bioes?raw=true": {"num_bytes": 1547070, "checksum": "faed2caf41bb3939481e09eaa39ae1371d0bf5ade9d5b0bec8922aa214130523"}}, "download_size": 19133049, "post_processing_size": null, "dataset_size": 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dummy/bokmaal/1.0.0/dummy_data.zip

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norwegian_ner.py

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+# 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
+"""Named entities Recognition dataset for Norwegian."""
+
+import conllu
+
+import datasets
+
+
+_CITATION = """\
+@inproceedings{johansen2019ner,
+  title={Named-Entity Recognition for Norwegian},
+  author={Johansen, Bjarte},
+  booktitle={Proceedings of the 22nd Nordic Conference on Computational Linguistics, NoDaLiDa},
+  year={2019}
+}
+"""
+
+_DESCRIPTION = """\
+Named entities Recognition dataset for Norwegian. It is
+a version of the Universal Dependency (UD) Treebank for both Bokmål and Nynorsk (UDN) where
+all proper nouns have been tagged with their type according to the NER tagging scheme. UDN is a converted
+version of the Norwegian Dependency Treebank into the UD scheme.
+"""
+
+# Files are stored with Git LFS then we add raw=true at the end
+_URL = "https://github.com/ljos/navnkjenner/blob/master/data/"
+_BOKMAAL_TRAIN = "bokmaal/no_bokmaal-ud-train.bioes?raw=true"
+_BOKMAAL_DEV = "bokmaal/no_bokmaal-ud-dev.bioes?raw=true"
+_BOKMAAL_TEST = "bokmaal/no_bokmaal-ud-test.bioes?raw=true"
+_NYNORSK_TRAIN = "nynorsk/no_nynorsk-ud-train.bioes?raw=true"
+_NYNORSK_DEV = "nynorsk/no_nynorsk-ud-dev.bioes?raw=true"
+_NYNORSK_TEST = "nynorsk/no_nynorsk-ud-test.bioes?raw=true"
+_SAMNORSK_TRAIN = "samnorsk/no_samnorsk-ud-train.bioes?raw=true"
+_SAMNORSK_DEV = "samnorsk/no_samnorsk-ud-dev.bioes?raw=true"
+_SAMNORSK_TEST = "samnorsk/no_samnorsk-ud-test.bioes?raw=true"
+
+
+class NorwegiannerConfig(datasets.BuilderConfig):
+    """BuilderConfig for NorwegianNER."""
+
+    def __init__(self, **kwargs):
+        """BuilderConfig for Norwegianner.
+
+        Args:
+          **kwargs: keyword arguments forwarded to super.
+        """
+        super(NorwegiannerConfig, self).__init__(**kwargs)
+
+
+class Norwegianner(datasets.GeneratorBasedBuilder):
+    """Norwegianner dataset."""
+
+    BUILDER_CONFIGS = [
+        NorwegiannerConfig(
+            name="bokmaal", version=datasets.Version("1.0.0"), description="Norwegianner bokmaal dataset"
+        ),
+        NorwegiannerConfig(
+            name="nynorsk", version=datasets.Version("1.0.0"), description="Norwegianner nynorsk dataset"
+        ),
+        NorwegiannerConfig(
+            name="samnorsk", version=datasets.Version("1.0.0"), description="Norwegianner samnorsk dataset"
+        ),
+    ]
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features(
+                {
+                    "idx": datasets.Value("string"),
+                    "text": datasets.Value("string"),
+                    "tokens": datasets.Sequence(datasets.Value("string")),
+                    "lemmas": datasets.Sequence(datasets.Value("string")),
+                    "pos_tags": datasets.Sequence(
+                        datasets.features.ClassLabel(
+                            names=[
+                                "NOUN",
+                                "PUNCT",
+                                "ADP",
+                                "NUM",
+                                "SYM",
+                                "SCONJ",
+                                "ADJ",
+                                "PART",
+                                "DET",
+                                "CCONJ",
+                                "PROPN",
+                                "PRON",
+                                "X",
+                                "ADV",
+                                "INTJ",
+                                "VERB",
+                                "AUX",
+                            ]
+                        )
+                    ),
+                    "ner_tags": datasets.Sequence(
+                        datasets.features.ClassLabel(
+                            names=[
+                                "O",
+                                "B-OTH",
+                                "I-OTH",
+                                "E-OTH",
+                                "S-OTH",
+                                "B-ORG",
+                                "I-ORG",
+                                "E-ORG",
+                                "S-ORG",
+                                "B-PRS",
+                                "I-PRS",
+                                "E-PRS",
+                                "S-PRS",
+                                "B-GEO",
+                                "I-GEO",
+                                "E-GEO",
+                                "S-GEO",
+                            ]
+                        )
+                    ),
+                }
+            ),
+            supervised_keys=None,
+            homepage="https://github.com/ljos/navnkjenner",
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        """Returns SplitGenerators."""
+        if self.config.name == "bokmaal":
+            urls_to_download = {
+                "train": f"{_URL}{_BOKMAAL_TRAIN}",
+                "dev": f"{_URL}{_BOKMAAL_DEV}",
+                "test": f"{_URL}{_BOKMAAL_TEST}",
+            }
+        elif self.config.name == "nynorsk":
+            urls_to_download = {
+                "train": f"{_URL}{_NYNORSK_TRAIN}",
+                "dev": f"{_URL}{_NYNORSK_DEV}",
+                "test": f"{_URL}{_NYNORSK_TEST}",
+            }
+        elif self.config.name == "samnorsk":
+            urls_to_download = {
+                "train": f"{_URL}{_SAMNORSK_TRAIN}",
+                "dev": f"{_URL}{_SAMNORSK_DEV}",
+                "test": f"{_URL}{_SAMNORSK_TEST}",
+            }
+
+        downloaded_files = dl_manager.download_and_extract(urls_to_download)
+
+        return [
+            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": downloaded_files["train"]}),
+            datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": downloaded_files["dev"]}),
+            datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": downloaded_files["test"]}),
+        ]
+
+    def _generate_examples(self, filepath):
+        with open(filepath, "r", encoding="utf-8") as data_file:
+            tokenlist = list(conllu.parse_incr(data_file))
+            id = 0
+            for sent in tokenlist:
+                yield id, {
+                    "idx": sent.metadata["sent_id"],
+                    "text": sent.metadata["text"],
+                    "tokens": [token["form"] for token in sent],
+                    "lemmas": [token["lemma"] for token in sent],
+                    "pos_tags": [token["upos"] for token in sent],
+                    "ner_tags": [token["xpos"] for token in sent],
+                }
+                id += 1