File size: 1,704 Bytes
73cc8d2 | 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 | from __future__ import annotations
from mteb.abstasks import AbsTaskClassification
from mteb.abstasks.TaskMetadata import TaskMetadata
class CzechSubjectivityClassification(AbsTaskClassification):
metadata = TaskMetadata(
name="CzechSubjectivityClassification",
description="An Czech dataset for subjectivity classification.",
reference="https://arxiv.org/abs/2009.08712",
dataset={
"path": "pauli31/czech-subjectivity-dataset",
"revision": "e387ddf167f3eba99936cff89909ed6264f17e1f",
},
type="Classification",
category="s2s",
date=("2022-04-01", "2022-04-01"),
eval_splits=["validation", "test"],
eval_langs=["ces-Latn"],
main_score="accuracy",
form=["written"],
domains=["Reviews"],
task_subtypes=["Sentiment/Hate speech"],
license="Not specified",
socioeconomic_status="mixed",
annotations_creators="human-annotated",
dialect=[],
text_creation="found",
bibtex_citation="""@inproceedings{priban-steinberger-2022-czech,
title = "\{C\}zech Dataset for Cross-lingual Subjectivity Classification",
author = "P{\v{r}}ib{\'a}{\v{n}}, Pavel and
Steinberger, Josef",
booktitle = "Proceedings of the Thirteenth Language Resources and Evaluation Conference",
month = jun,
year = "2022",
address = "Marseille, France",
publisher = "European Language Resources Association",
url = "https://aclanthology.org/2022.lrec-1.148",
pages = "1381--1391",
}
""",
n_samples={"validation": 500, "test": 2000},
avg_character_length={"validation": 108.2, "test": 108.3},
)
|