Datasets:

adithya7
/

xlel_wd_dictionary

+ {"wikidata": {"description": "XLEL-WD is a multilingual event linking dataset. This sub-dataset contains a dictionary of events from Wikidata. 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xlel_wd_dictionary.py ADDED Viewed

	@@ -0,0 +1,153 @@

+# 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.
+"""A dictionary of events in Wikidata"""
+import json
+import datasets
+_CITATION = """\
+@article{pratapa-etal-2022-multilingual,
+title = {Multilingual Event Linking to Wikidata},
+author = {Pratapa, Adithya and Gupta, Rishubh and Mitamura, Teruko},
+publisher = {arXiv},
+year = {2022},
+url = {https://arxiv.org/abs/2204.06535},
+}
+"""
+_DESCRIPTION = """\
+XLEL-WD is a multilingual event linking dataset. \
+This sub-dataset contains a dictionary of events from Wikidata. \
+The multilingual descriptions for Wikidata event items are taken from the corresponding Wikipedia articles.
+"""
+_HOMEPAGE = "https://github.com/adithya7/xlel-wd"
+_LICENSE = "CC-BY-4.0"
+_URLS = {
+    "wikidata": "label_dict.jsonl",
+}
+_WIKIDATA_LANGS = [
+    "af",
+    "ar",
+    "be",
+    "bg",
+    "bn",
+    "ca",
+    "cs",
+    "da",
+    "de",
+    "el",
+    "en",
+    "es",
+    "fa",
+    "fi",
+    "fr",
+    "he",
+    "hi",
+    "hu",
+    "id",
+    "it",
+    "ja",
+    "ko",
+    "ml",
+    "mr",
+    "ms",
+    "nl",
+    "no",
+    "pl",
+    "pt",
+    "ro",
+    "ru",
+    "si",
+    "sk",
+    "sl",
+    "sr",
+    "sv",
+    "sw",
+    "ta",
+    "te",
+    "th",
+    "tr",
+    "uk",
+    "vi",
+    "zh",
+]
+_DATASET_NAMES = [f"wikidata"]
+_DATASET_DESCRIPTIONS = [
+    f"Events from Wikidata, with text descriptions from corresponding multilingual Wikipedia."
+]
+for lang in _WIKIDATA_LANGS:
+    _DATASET_NAMES += [f"wikidata.{lang}"]
+    _DATASET_DESCRIPTIONS += [
+        f"Events from Wikidata, with text descriptions from corresponding {lang}-wikipedia."
+    ]
+class XlelWdDictionary(datasets.GeneratorBasedBuilder):
+    """A dictionary of events from Wikidata, with text descriptions from multilingual Wikipedia."""
+    BUILDER_CONFIGS = [
+        datasets.BuilderConfig(
+            name=name, version=datasets.Version("1.0.0"), description=desc
+        )
+        for name, desc in zip(_DATASET_NAMES, _DATASET_DESCRIPTIONS)
+    ]
+    # default config includes all available languages
+    DEFAULT_CONFIG_NAME = "wikidata"
+    def _info(self):
+        features = {
+            "label_id": datasets.Value("string"),
+            "label_title": datasets.Value("string"),
+            "label_desc": datasets.Value("string"),
+            "label_lang": datasets.Value("string"),
+        }
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION + self.config.description,
+            features=datasets.Features(features),
+            homepage=_HOMEPAGE,
+            license=_LICENSE,
+            citation=_CITATION,
+        )
+    def _split_generators(self, dl_manager):
+        urls = _URLS[self.config.name.split(".")[0]]
+        data_file_path = dl_manager.download_and_extract(urls)
+        return [
+            datasets.SplitGenerator(
+                name="dictionary",
+                gen_kwargs={"filepath": data_file_path},
+            )
+        ]
+    def _generate_examples(self, filepath):
+        _, *langs = self.config.name.split(".")
+        with open(filepath, encoding="utf-8") as f:
+            for key, row in enumerate(f):
+                data = json.loads(row)
+                # generate list of Wikidata events with descriptions from specified language
+                # if no language is specified in the config, return all
+                if len(langs) == 0 or langs[0] == data["label_lang"]:
+                    yield key, data