Matej Klemen
commited on
Commit
•
9763e6d
1
Parent(s):
b720c96
Add first version of script for loading Slovene collocations
Browse files- dataset_infos.json +1 -0
- slo_collocations.py +116 -0
dataset_infos.json
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{"default": {"description": "The database of the Collocations Dictionary of Modern Slovene 1.0 contains collocations that were automatically \nextracted from the Gigafida 1.0 corpus and then postprocessed.\n", "citation": "@inproceedings{kosem2018collocations,\n title={Collocations dictionary of modern Slovene},\n author={Kosem, Iztok and Krek, Simon and Gantar, Polona and Arhar Holdt, {\u000b{S}}pela and {\u000b{C}}ibej, Jaka and Laskowski, Cyprian},\n booktitle={Proceedings of the XVIII EURALEX International Congress: Lexicography in Global Contexts},\n pages={989--997},\n year={2018},\n organization={Znanstvena zalo{\u000b{z}}ba Filozofske fakultete Univerze v Ljubljani}\n}", "homepage": "https://www.cjvt.si/kssj/en/", "license": "Creative Commons - Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)", "features": {"collocation": {"dtype": "string", "id": null, "_type": "Value"}, "cluster": {"dtype": "uint32", "id": null, "_type": "Value"}, "words": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "sloleks_ids": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "gramrel": {"dtype": "string", "id": null, "_type": "Value"}, "sense": {"dtype": "uint32", "id": null, "_type": "Value"}, "id_lex_unit": {"dtype": "string", "id": null, "_type": "Value"}, "lex_unit": {"dtype": "string", "id": null, "_type": "Value"}, "lex_unit_category": {"dtype": "string", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "slo_collocations", "config_name": "default", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1499870912, "num_examples": 7310983, "dataset_name": "slo_collocations"}}, "download_checksums": {"https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1250/KSSS.zip": {"num_bytes": 326435342, "checksum": "8d830d6257f7144a87169bd537831a448dbdf94ebc532938d8e684105b94eb77"}}, "download_size": 326435342, "post_processing_size": null, "dataset_size": 1499870912, "size_in_bytes": 1826306254}}
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slo_collocations.py
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"""A collocations dictionary of modern Slovene"""
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import xml.etree.ElementTree as ET
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import json
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import os
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import datasets
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_CITATION = """\
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@inproceedings{kosem2018collocations,
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title={Collocations dictionary of modern Slovene},
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author={Kosem, Iztok and Krek, Simon and Gantar, Polona and Arhar Holdt, {\v{S}}pela and {\v{C}}ibej, Jaka and Laskowski, Cyprian},
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booktitle={Proceedings of the XVIII EURALEX International Congress: Lexicography in Global Contexts},
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pages={989--997},
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year={2018},
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organization={Znanstvena zalo{\v{z}}ba Filozofske fakultete Univerze v Ljubljani}
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}"""
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_DESCRIPTION = """\
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The database of the Collocations Dictionary of Modern Slovene 1.0 contains collocations that were automatically
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extracted from the Gigafida 1.0 corpus and then postprocessed.
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"""
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_HOMEPAGE = "https://www.cjvt.si/kssj/en/"
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_LICENSE = "Creative Commons - Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)"
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_URLS = {
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"slo_collocations": "https://www.clarin.si/repository/xmlui/bitstream/handle/11356/1250/KSSS.zip"
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}
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class SloCollocations(datasets.GeneratorBasedBuilder):
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"""A collocations dictionary of modern Slovene"""
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VERSION = datasets.Version("1.0.0")
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def _info(self):
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features = datasets.Features({
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"collocation": datasets.Value("string"),
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"cluster": datasets.Value("uint32"),
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"words": datasets.Sequence(datasets.Value("string")),
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"sloleks_ids": datasets.Sequence(datasets.Value("string")),
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"gramrel": datasets.Value("string"),
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"sense": datasets.Value("uint32"),
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"id_lex_unit": datasets.Value("string"),
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"lex_unit": datasets.Value("string"),
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"lex_unit_category": datasets.Value("string")
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})
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return datasets.DatasetInfo(
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description=_DESCRIPTION,
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features=features,
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homepage=_HOMEPAGE,
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license=_LICENSE,
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citation=_CITATION
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)
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def _split_generators(self, dl_manager):
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urls = _URLS["slo_collocations"]
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data_dir = dl_manager.download_and_extract(urls)
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return [
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datasets.SplitGenerator(
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name=datasets.Split.TRAIN,
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gen_kwargs={"data_dir": os.path.join(data_dir, "KSSS")}
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)
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]
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def _generate_examples(self, data_dir):
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# Map Slovene category (coarse POS tag) to its English translation
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CATEGORY_MAPPING = {"samostalnik": "noun", "glagol": "verb", "pridevnik": "adjective", "prislov": "adverb"}
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all_file_paths = []
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for cat_slo in ["glagol", "pridevnik", "prislov", "samostalnik"]:
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_curr_dir = os.path.join(data_dir, cat_slo)
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for _fname in os.listdir(_curr_dir):
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if os.path.isfile(os.path.join(_curr_dir, _fname)) and _fname.endswith(".xml"):
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all_file_paths.append(os.path.join(_curr_dir, _fname))
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idx_ex = 0
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for file_path in all_file_paths:
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curr_doc = ET.parse(file_path)
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root = curr_doc.getroot()
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header_tag = root.find("header")
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lu_tag = header_tag.find("lexical_unit")
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id_lu = lu_tag.attrib["id"]
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lu_form = lu_tag.text
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category = CATEGORY_MAPPING[header_tag.find("category").text.strip()]
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for idx_sense, sense_tag in enumerate(root.findall(".//sense")):
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for gramrel_tag in sense_tag.findall(".//gramrel"):
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gramrel = gramrel_tag.attrib["name"]
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for colloc_tag in gramrel_tag.findall(".//collocation"):
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colloc_form = colloc_tag.attrib["form"]
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colloc_cluster = colloc_tag.attrib["cluster"]
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colloc_words, sloleks_ids = [], []
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for comp_tag in colloc_tag.findall("comp"):
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colloc_words.append(comp_tag.text)
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sloleks_ids.append(comp_tag.attrib["sloleks"])
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yield idx_ex, {
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"collocation": colloc_form,
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"cluster": int(colloc_cluster),
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"words": colloc_words,
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"sloleks_ids": sloleks_ids,
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"gramrel": gramrel,
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"sense": idx_sense,
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"id_lex_unit": id_lu,
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"lex_unit": lu_form,
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"lex_unit_category": category,
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}
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idx_ex += 1
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