File size: 2,188 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 | from __future__ import annotations
from mteb.abstasks.AbsTaskClassification import AbsTaskClassification
from mteb.abstasks.TaskMetadata import TaskMetadata
class ItalianLinguisticAcceptabilityClassification(AbsTaskClassification):
metadata = TaskMetadata(
name="Itacola",
dataset={
"path": "gsarti/itacola",
"revision": "f8f98e5c4d3059cf1a00c8eb3d70aa271423f636",
},
description="An Italian Corpus of Linguistic Acceptability taken from linguistic literature with a binary annotation made by the original authors themselves.",
reference="https://aclanthology.org/2021.findings-emnlp.250/",
type="Classification",
category="s2s",
eval_splits=["test"],
eval_langs=["ita-Latn"],
main_score="accuracy",
date=("2021-01-01", "2021-12-31"),
form=["written"],
domains=["Non-fiction", "Spoken"],
dialect=[],
task_subtypes=["Linguistic acceptability"],
license="unknown",
socioeconomic_status="high",
annotations_creators="expert-annotated",
text_creation="found",
bibtex_citation="""
@inproceedings{trotta-etal-2021-monolingual-cross,
title = "Monolingual and Cross-Lingual Acceptability Judgments with the {I}talian {C}o{LA} corpus",
author = "Trotta, Daniela and
Guarasci, Raffaele and
Leonardelli, Elisa and
Tonelli, Sara",
booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2021",
month = nov,
year = "2021",
address = "Punta Cana, Dominican Republic",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.findings-emnlp.250",
doi = "10.18653/v1/2021.findings-emnlp.250",
pages = "2929--2940"
}
""",
n_samples={"train": 7801, "test": 975},
avg_character_length={"train": 35.95, "test": 36.67},
)
def dataset_transform(self):
self.dataset = (
self.dataset.rename_columns({"acceptability": "label"})
.rename_columns({"sentence": "text"})
.remove_columns(["unique_id", "source"])
)
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