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from mteb.abstasks.TaskMetadata import TaskMetadata
from ....abstasks import AbsTaskBitextMining, CrosslingualTask
_LANGUAGES = {
"sqi-eng": ["sqi-Latn", "eng-Latn"],
"fry-eng": ["fry-Latn", "eng-Latn"],
"kur-eng": ["kur-Latn", "eng-Latn"],
"tur-eng": ["tur-Latn", "eng-Latn"],
"deu-eng": ["deu-Latn", "eng-Latn"],
"nld-eng": ["nld-Latn", "eng-Latn"],
"ron-eng": ["ron-Latn", "eng-Latn"],
"ang-eng": ["ang-Latn", "eng-Latn"],
"ido-eng": ["ido-Latn", "eng-Latn"],
"jav-eng": ["jav-Latn", "eng-Latn"],
"isl-eng": ["isl-Latn", "eng-Latn"],
"slv-eng": ["slv-Latn", "eng-Latn"],
"cym-eng": ["cym-Latn", "eng-Latn"],
"kaz-eng": ["kaz-Cyrl", "eng-Latn"],
"est-eng": ["est-Latn", "eng-Latn"],
"heb-eng": ["heb-Hebr", "eng-Latn"],
"gla-eng": ["gla-Latn", "eng-Latn"],
"mar-eng": ["mar-Deva", "eng-Latn"],
"lat-eng": ["lat-Latn", "eng-Latn"],
"bel-eng": ["bel-Cyrl", "eng-Latn"],
"pms-eng": ["pms-Latn", "eng-Latn"],
"gle-eng": ["gle-Latn", "eng-Latn"],
"pes-eng": ["pes-Arab", "eng-Latn"],
"nob-eng": ["nob-Latn", "eng-Latn"],
"bul-eng": ["bul-Cyrl", "eng-Latn"],
"cbk-eng": ["cbk-Latn", "eng-Latn"],
"hun-eng": ["hun-Latn", "eng-Latn"],
"uig-eng": ["uig-Arab", "eng-Latn"],
"rus-eng": ["rus-Cyrl", "eng-Latn"],
"spa-eng": ["spa-Latn", "eng-Latn"],
"hye-eng": ["hye-Armn", "eng-Latn"],
"tel-eng": ["tel-Telu", "eng-Latn"],
"afr-eng": ["afr-Latn", "eng-Latn"],
"mon-eng": ["mon-Cyrl", "eng-Latn"],
"arz-eng": ["arz-Arab", "eng-Latn"],
"hrv-eng": ["hrv-Latn", "eng-Latn"],
"nov-eng": ["nov-Latn", "eng-Latn"],
"gsw-eng": ["gsw-Latn", "eng-Latn"],
"nds-eng": ["nds-Latn", "eng-Latn"],
"ukr-eng": ["ukr-Cyrl", "eng-Latn"],
"uzb-eng": ["uzb-Latn", "eng-Latn"],
"lit-eng": ["lit-Latn", "eng-Latn"],
"ina-eng": ["ina-Latn", "eng-Latn"],
"lfn-eng": ["lfn-Latn", "eng-Latn"],
"zsm-eng": ["zsm-Latn", "eng-Latn"],
"ita-eng": ["ita-Latn", "eng-Latn"],
"cmn-eng": ["cmn-Hans", "eng-Latn"],
"lvs-eng": ["lvs-Latn", "eng-Latn"],
"glg-eng": ["glg-Latn", "eng-Latn"],
"ceb-eng": ["ceb-Latn", "eng-Latn"],
"bre-eng": ["bre-Latn", "eng-Latn"],
"ben-eng": ["ben-Beng", "eng-Latn"],
"swg-eng": ["swg-Latn", "eng-Latn"],
"arq-eng": ["arq-Arab", "eng-Latn"],
"kab-eng": ["kab-Latn", "eng-Latn"],
"fra-eng": ["fra-Latn", "eng-Latn"],
"por-eng": ["por-Latn", "eng-Latn"],
"tat-eng": ["tat-Cyrl", "eng-Latn"],
"oci-eng": ["oci-Latn", "eng-Latn"],
"pol-eng": ["pol-Latn", "eng-Latn"],
"war-eng": ["war-Latn", "eng-Latn"],
"aze-eng": ["aze-Latn", "eng-Latn"],
"vie-eng": ["vie-Latn", "eng-Latn"],
"nno-eng": ["nno-Latn", "eng-Latn"],
"cha-eng": ["cha-Latn", "eng-Latn"],
"mhr-eng": ["mhr-Cyrl", "eng-Latn"],
"dan-eng": ["dan-Latn", "eng-Latn"],
"ell-eng": ["ell-Grek", "eng-Latn"],
"amh-eng": ["amh-Ethi", "eng-Latn"],
"pam-eng": ["pam-Latn", "eng-Latn"],
"hsb-eng": ["hsb-Latn", "eng-Latn"],
"srp-eng": ["srp-Cyrl", "eng-Latn"],
"epo-eng": ["epo-Latn", "eng-Latn"],
"kzj-eng": ["kzj-Latn", "eng-Latn"],
"awa-eng": ["awa-Deva", "eng-Latn"],
"fao-eng": ["fao-Latn", "eng-Latn"],
"mal-eng": ["mal-Mlym", "eng-Latn"],
"ile-eng": ["ile-Latn", "eng-Latn"],
"bos-eng": ["bos-Latn", "eng-Latn"],
"cor-eng": ["cor-Latn", "eng-Latn"],
"cat-eng": ["cat-Latn", "eng-Latn"],
"eus-eng": ["eus-Latn", "eng-Latn"],
"yue-eng": ["yue-Hant", "eng-Latn"],
"swe-eng": ["swe-Latn", "eng-Latn"],
"dtp-eng": ["dtp-Latn", "eng-Latn"],
"kat-eng": ["kat-Geor", "eng-Latn"],
"jpn-eng": ["jpn-Jpan", "eng-Latn"],
"csb-eng": ["csb-Latn", "eng-Latn"],
"xho-eng": ["xho-Latn", "eng-Latn"],
"orv-eng": ["orv-Cyrl", "eng-Latn"],
"ind-eng": ["ind-Latn", "eng-Latn"],
"tuk-eng": ["tuk-Latn", "eng-Latn"],
"max-eng": ["max-Deva", "eng-Latn"],
"swh-eng": ["swh-Latn", "eng-Latn"],
"hin-eng": ["hin-Deva", "eng-Latn"],
"dsb-eng": ["dsb-Latn", "eng-Latn"],
"ber-eng": ["ber-Tfng", "eng-Latn"],
"tam-eng": ["tam-Taml", "eng-Latn"],
"slk-eng": ["slk-Latn", "eng-Latn"],
"tgl-eng": ["tgl-Latn", "eng-Latn"],
"ast-eng": ["ast-Latn", "eng-Latn"],
"mkd-eng": ["mkd-Cyrl", "eng-Latn"],
"khm-eng": ["khm-Khmr", "eng-Latn"],
"ces-eng": ["ces-Latn", "eng-Latn"],
"tzl-eng": ["tzl-Latn", "eng-Latn"],
"urd-eng": ["urd-Arab", "eng-Latn"],
"ara-eng": ["ara-Arab", "eng-Latn"],
"kor-eng": ["kor-Hang", "eng-Latn"],
"yid-eng": ["yid-Hebr", "eng-Latn"],
"fin-eng": ["fin-Latn", "eng-Latn"],
"tha-eng": ["tha-Thai", "eng-Latn"],
"wuu-eng": ["wuu-Hans", "eng-Latn"],
}
class TatoebaBitextMining(AbsTaskBitextMining, CrosslingualTask):
fast_loading = True
metadata = TaskMetadata(
name="Tatoeba",
dataset={
"path": "mteb/tatoeba-bitext-mining",
"revision": "69e8f12da6e31d59addadda9a9c8a2e601a0e282",
},
description="1,000 English-aligned sentence pairs for each language based on the Tatoeba corpus",
reference="https://github.com/facebookresearch/LASER/tree/main/data/tatoeba/v1",
type="BitextMining",
category="s2s",
eval_splits=["test"],
eval_langs=_LANGUAGES,
main_score="f1",
date=("2006-01-01", "2021-12-31"), # Estimated range
form=["written"],
domains=[], # Tatoeba corpus includes a wide range of topics and domains
task_subtypes=[],
license="CC BY 2.0",
socioeconomic_status="mixed",
annotations_creators="human-annotated",
dialect=[], # No specific dialect mentioned
text_creation="found",
bibtex_citation="""
@misc{tatoeba,
author = {Tatoeba community},
title = {Tatoeba: Collection of sentences and translations},
year = {2021},
}
""",
n_samples={"test": 2000},
avg_character_length={"test": 39.4},
)
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