from __future__ import annotations 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}, )