File size: 2,638 Bytes
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 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 | from __future__ import annotations
from mteb.abstasks.TaskMetadata import TaskMetadata
from ....abstasks import AbsTaskClassification
_LANGUAGES = {
"pan": ["pan-Guru"],
"bgc": ["bgc-Deva"],
"mag": ["mag-Deva"],
"bns": ["bns-Deva"],
"kfq": ["kfg-Deva"],
"noe": ["noe-Deva"],
"bhb": ["bhb-Deva"],
"bho": ["bho-Deva"],
"gbm": ["gbm-Deva"],
"mup": ["mup-Deva"],
"anp": ["anp-Deva"],
"hne": ["hne-Deva"],
"bra": ["bra-Deva"],
"raj": ["raj-Deva"],
"awa": ["awa-Deva"],
"guj": ["guj-Gujr"],
"ben": ["ben-Beng"],
"bhd": ["bhd-Deva"],
"kfy": ["kfy-Deva"],
"mar": ["mar-Deva"],
"bjj": ["bjj-Deva"],
}
class HinDialectClassification(AbsTaskClassification):
metadata = TaskMetadata(
name="HinDialectClassification",
dataset={
"path": "mlexplorer008/hin_dialect_classification",
"revision": "944a44cf93932ce62b51e7c07d44d8cc03d6bcae",
},
description="HinDialect: 26 Hindi-related languages and dialects of the Indic Continuum in North India",
reference="https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-4839",
category="s2s",
type="Classification",
eval_splits=["test"],
eval_langs=_LANGUAGES,
main_score="f1",
date=("2010-01-01", "2023-01-01"),
form=["written"],
domains=["Social", "Spoken"],
task_subtypes=["Language identification"],
license="CC-BY-SA-4.0",
socioeconomic_status="mixed",
annotations_creators="expert-annotated",
dialect=[],
text_creation="found",
bibtex_citation="""
@misc{11234/1-4839,
title = {{HinDialect} 1.1: 26 Hindi-related languages and dialects of the Indic Continuum in North India},
author = {Bafna, Niyati and {\v Z}abokrtsk{\'y}, Zden{\v e}k and Espa{\~n}a-Bonet, Cristina and van Genabith, Josef and Kumar, Lalit "Samyak Lalit" and Suman, Sharda and Shivay, Rahul},
url = {http://hdl.handle.net/11234/1-4839},
note = {{LINDAT}/{CLARIAH}-{CZ} digital library at the Institute of Formal and Applied Linguistics ({{\'U}FAL}), Faculty of Mathematics and Physics, Charles University},
copyright = {Creative Commons - Attribution-{NonCommercial}-{ShareAlike} 4.0 International ({CC} {BY}-{NC}-{SA} 4.0)},
year = {2022} }
""",
n_samples={"test": 1152},
avg_character_length={"test": 583.82},
)
def dataset_transform(self) -> None:
self.dataset = self.dataset.rename_columns(
{"folksong": "text", "language": "label"}
)
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