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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 | from __future__ import annotations
from mteb.abstasks.TaskMetadata import TaskMetadata
from ....abstasks import AbsTaskClassification, MultilingualTask
_LANGUAGES = {
"en": ["eng-Latn"],
"de": ["deu-Latn"],
"es": ["spa-Latn"],
"fr": ["fra-Latn"],
"hi": ["hin-Deva"],
"th": ["tha-Thai"],
}
class MTOPDomainClassification(MultilingualTask, AbsTaskClassification):
metadata = TaskMetadata(
name="MTOPDomainClassification",
dataset={
"path": "mteb/mtop_domain",
"revision": "d80d48c1eb48d3562165c59d59d0034df9fff0bf",
},
description="MTOP: Multilingual Task-Oriented Semantic Parsing",
reference="https://arxiv.org/pdf/2008.09335.pdf",
category="s2s",
type="Classification",
eval_splits=["validation", "test"],
eval_langs=_LANGUAGES,
main_score="accuracy",
date=None,
form=None,
domains=None,
task_subtypes=None,
license=None,
socioeconomic_status=None,
annotations_creators=None,
dialect=None,
text_creation=None,
bibtex_citation=None,
n_samples={"validation": 2235, "test": 4386},
avg_character_length={"validation": 36.5, "test": 36.8},
)
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