File size: 2,218 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 47 48 49 50 51 52 53 54 55 56 57 58 | from __future__ import annotations
from mteb.abstasks import AbsTaskClassification
from mteb.abstasks.TaskMetadata import TaskMetadata
class SpanishSentimentClassification(AbsTaskClassification):
metadata = TaskMetadata(
name="SpanishSentimentClassification",
description="A Spanish dataset for sentiment classification.",
reference="https://huggingface.co/datasets/sepidmnorozy/Spanish_sentiment",
dataset={
"path": "sepidmnorozy/Spanish_sentiment",
"revision": "2a6e340e4b59b7c0a78c03a0b79ac27e1b4a2662",
},
type="Classification",
category="s2s",
date=("2022-08-16", "2022-08-16"),
eval_splits=["validation", "test"],
eval_langs=["spa-Latn"],
main_score="accuracy",
form=["written"],
domains=["Reviews"],
task_subtypes=["Sentiment/Hate speech"],
license="Not specified",
socioeconomic_status="mixed",
annotations_creators="derived",
dialect=[],
text_creation="found",
bibtex_citation="""
@inproceedings{mollanorozy-etal-2023-cross,
title = "Cross-lingual Transfer Learning with \{P\}ersian",
author = "Mollanorozy, Sepideh and
Tanti, Marc and
Nissim, Malvina",
editor = "Beinborn, Lisa and
Goswami, Koustava and
Murado{\\u{g}}lu, Saliha and
Sorokin, Alexey and
Kumar, Ritesh and
Shcherbakov, Andreas and
Ponti, Edoardo M. and
Cotterell, Ryan and
Vylomova, Ekaterina",
booktitle = "Proceedings of the 5th Workshop on Research in Computational Linguistic Typology and Multilingual NLP",
month = may,
year = "2023",
address = "Dubrovnik, Croatia",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2023.sigtyp-1.9",
doi = "10.18653/v1/2023.sigtyp-1.9",
pages = "89--95",
}
""",
n_samples={"validation": 147, "test": 296},
avg_character_length={"validation": 85.02, "test": 87.91},
)
|