Papers › EUROPA: A Legal Multilingual Keyphrase Generation Dataset

EUROPA: A Legal Multilingual Keyphrase Generation Dataset

1 Mar 2024arXiv:2403.00252archive 2025-07-28

Olivier Salaün, Frédéric Piedboeuf, Guillaume Le Berre, David Alfonso Hermelo, Philippe Langlais

Keyphrase generation has primarily been explored within the context of academic research articles, with a particular focus on scientific domains and the English language. In this work, we present EUROPA, a dataset for multilingual keyphrase generation in the legal domain. It is derived from legal judgments from the Court of Justice of the European Union (EU), and contains instances in all 24 EU official languages. We run multilingual models on our corpus and analyze the results, showing room for improvement on a domain-specific multilingual corpus such as the one we present.

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rali-udem/europa officialmentioned in paper report

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estonian_shell_stemmer rali-udem/europa/eval/stemmers/estonian_stemmer.py official repository ran no licence file found · pointer only · cd9741704cdd15cd · report
stem_word_list rali-udem/europa/eval/eval_OpenNMT_KPG.py official repository ran no licence file found · pointer only · 4198126406ebacee · report
validate_phrases rali-udem/europa/eval/eval_OpenNMT_KPG.py official repository ran no licence file found · pointer only · 3369405fbddbef8b · report
cz_stem rali-udem/europa/eval/stemmers/czech_stemmer.py official repository unverified no licence file found · pointer only · 08fc5c7a4e21a6c6 · report
evaluate rali-udem/europa/eval/eval_OpenNMT_KPG.py official repository unverified no licence file found · pointer only · ebf6b35a7eb511cb · report
sk_stem rali-udem/europa/eval/stemmers/stemm_sk.py official repository unverified no licence file found · pointer only · e4eabc88f44d21af · report

Tasks

ArticlesKeyphrase Generation

Datasets

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EUROPA

Results from the paper archive 2025-07-28

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Methods

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