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83d24b2 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 | from __future__ import annotations
from mteb.abstasks import AbsTaskClassification
from mteb.abstasks.TaskMetadata import TaskMetadata
class CyrillicTurkicLangClassification(AbsTaskClassification):
metadata = TaskMetadata(
name="CyrillicTurkicLangClassification",
description="Cyrillic dataset of 8 Turkic languages spoken in Russia and former USSR",
dataset={
"path": "tatiana-merz/cyrillic_turkic_langs",
"revision": "e42d330f33d65b7b72dfd408883daf1661f06f18",
},
reference="https://huggingface.co/datasets/tatiana-merz/cyrillic_turkic_langs",
type="Classification",
category="s2s",
eval_splits=["test"],
eval_langs=[
"bak-Cyrl", # Bashkir
"chv-Cyrl", # Chuvash
"tat-Cyrl", # Tatar
"kir-Cyrl", # Kyrgyz
"rus-Cyrl", # Russian
"kaz-Cyrl", # Kazakh
"tyv-Cyrl", # Tuvinian
"krc-Cyrl", # Karachay-Balkar
"sah-Cyrl", # Yakut
],
main_score="accuracy",
date=("1998-01-01", "2012-05-01"),
form=["written"],
domains=["Web"],
task_subtypes=["Language identification"],
license="CC BY-NC 4.0 DEED",
socioeconomic_status="mixed",
annotations_creators="derived",
dialect=[],
text_creation="found",
bibtex_citation="""
@inproceedings{goldhahn2012building,
title={Building Large Monolingual Dictionaries at the Leipzig Corpora Collection: From 100 to 200 Languages},
author={Goldhahn, Dirk and Eckart, Thomas and Quasthoff, Uwe},
booktitle={Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12)},
year={2012}
}
""",
n_samples={"test": 2048},
avg_character_length={"test": 92.22},
)
def dataset_transform(self):
self.dataset = self.stratified_subsampling(
self.dataset, seed=self.seed, splits=["test"]
)
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