Dataset · Hugging Face

Avature/MELS-Benchmark

Name: MELS-Benchmark
Creator: Avature
License: mit
Keywords: task_categories:text-retrieval, task_categories:sentence-similarity, language:de, language:en, language:fr, language:nl, language:sv, license:mit, size_categories:100K<n<1M, format:parquet, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant

MELS: Multilingual Entity Linking of Skills MELS is a collection of 8 datasets for evaluating the linking of skill mentions to the ESCO Skills taxonomy. It covers 3 countries and 4 languages. Background MELS is a sibling dataset to MELO (Multilingual Entity Linking of Occupations). Both datasets were built using the same methodology and the same type of source data: crosswalks between national taxonomies and ESCO, published by official labor-related organizations from EU… See the full description on the dataset page: https://huggingface.co/datasets/Avature/MELS-Benchmark.

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Author / organization	Avature
License (as declared)	mit
Downloads	1.7K (as reported by Hugging Face)
Likes	0
Created	7 January 2026
Last updated at source	7 January 2026

entity-linkingskillsmultilingualrankinginformation-retrievalESCO

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