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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 | from __future__ import annotations
from mteb.abstasks.TaskMetadata import TaskMetadata
from ....abstasks.AbsTaskClustering import AbsTaskClustering
class WikiCitiesClustering(AbsTaskClustering):
metadata = TaskMetadata(
name="WikiCitiesClustering",
description="Clustering of Wikipedia articles of cities by country from https://huggingface.co/datasets/wikipedia. Test set includes 126 countries, and a total of 3531 cities.",
reference="https://huggingface.co/datasets/wikipedia",
dataset={
"path": "jinaai/cities_wiki_clustering",
"revision": "ddc9ee9242fa65332597f70e967ecc38b9d734fa",
},
type="Clustering",
category="p2p",
eval_splits=["test"],
eval_langs=["eng-Latn"],
main_score="v_measure",
date=None,
form=None,
domains=None,
task_subtypes=None,
license=None,
socioeconomic_status=None,
annotations_creators=None,
dialect=None,
text_creation=None,
bibtex_citation=None,
n_samples=None,
avg_character_length=None,
)
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