Datasets:

NCube
/

europa

celex_id stringlengths 11 15	lang stringclasses 23 values	input_text stringlengths 10 1.13M	keyphrases sequencelengths 2 45
62005CJ0240	fr	1 La demande de décision préjudicielle porte sur l’interprétation des articles 13, A, paragraphe 1, sous e), 15, paragraphes 1 à 3, 17, paragraphe 3, sous b), et 28 quater, A, sous a), de la sixième directive 77/388/CEE du Conseil, du 17 mai 1977, en matière d’harmonisation des législations des États membres rela...	[ "Sixième directive TVA", "Exonérations", "Articles 13, A, paragraphe 1, sous e), 17, paragraphe 3, sous b), et 28 quater, A, sous a)", "Droit à déduction", "Fabrication et réparation de prothèses dentaires", "Opérations intracommunautaires relatives à des opérations exonérées à l'intérieur de l'État membr...
62007CJ0061	el	Παράβαση κράτους μέλους — Παράλειψη κοινοποιήσεως, εντός της προβλεπομένης προθεσμίας, της εκθέσεως που περιλαμβάνει τις πληροφορίες τις οποίες απαιτεί το άρθρο 3, παράγραφος 2, της αποφάσεως 280/2004/ΕΚ του Ευρωπαϊκού Κοινοβουλίου και του Συμβουλίου, της 11ης Φεβρουαρίου 2004, για μηχανισμό παρακολούθησης των εκπομπών...	[ "Παράβαση κράτους μέλους", "Μηχανισμός παρακολούθησης των εκπομπών αερίων που συμβάλλουν στο φαινόμενο του θερμοκηπίου", "Εφαρμογή του πρωτοκόλλου του Κιότο" ]
62008TJ0361	de	Vorgeschichte des Rechtsstreits Am 29. Oktober 2004 meldete das Office of the Permanent Secretary, The Prime Minister’s Office, Thailand, gemäß der Verordnung (EG) Nr. 40/94 des Rates vom 20. Dezember 1993 über die Gemeinschaftsmarke (ABl. 1994, L 11, S. 1) in geänderter Fassung (ersetzt durch die Verordnung [EG] Nr. 2...	[ "Gemeinschaftsmarke", "Widerspruchsverfahren", "Anmeldung der Gemeinschaftsbildmarke Thai Silk", "Ältere nationale Bildmarke, die einen Vogel darstellt", "Zulässigkeit der Klage", "Absolutes Eintragungshindernis", "Verwechslungsgefahr", "Art. 8 Abs. 1 Buchst. b der Verordnung (EG) Nr. 40/94 (jetzt Art...
62008TJ0017	cs	EUR-Lex - CELEX:62008TJ0017 - EN - EUR-Lex × Skip to main content Access to European Union law EUR-Lex Access to European Union law English EN (current language) Language български (bg) Español (es) Čeština (cs) Dansk (da) Deutsch (de) Eesti keel (et) Ελληνικά (el) English (en) Français (fr) Gaeilge (ga) Hrvatski (hr) ...	[ "Kasační opravný prostředek", "Veřejná služba", "Účetní Komise", "Disciplinární řízení", "Odvolání z pracovního místa", "Procesní záruky", "Účinná soudní ochrana" ]
61999CJ0414	da	Dommens præmisser 1 Ved kendelse af 24. juni 1999 (sag C-414/99) og to kendelser af 22. juli 1999 (sagerne C-415/99 og C-416/99), indgået til Domstolen den 29. oktober 1999, har High Court of Justice (England & Wales), Chancery Division (Patent Court), i medfør af artikel 234 EF stillet seks præjudicielle spørgsmål i d...	[ "Varemærker", "Direktiv 89/104/EØF", "Artikel 7, stk. 1", "Konsumption af varemærkeretten", "Markedsføring uden for EØS", "Indførsel i EØS", "Varemærkeindehaverens samtykke", "Nødvendigt med et udtrykkeligt eller et stiltiende samtykke", "Lov, der finder anvendelse på en kontrakt", "Formodning for...
61989TJ0030	it	"Motivazione della sentenza\nI fatti all' origine della lite\n1 Con atto depositato nella cancelleri(...TRUNCATED)	["Concorrenza","Chiodi destinati a pistole sparachiodi","Mercato di cui trattasi","Posizione dominan(...TRUNCATED)
62001CJ0397	sl	"Predlogi za sprejetje predhodne odločbe se nanašajo na razlago člena 2 Direktive Sveta 89/391/EG(...TRUNCATED)	["Socialna politika","Zaščita varnosti in zdravja delavcev","Direktiva 93/104/ES","Področje upora(...TRUNCATED)
62006CJ0364	ro	"Neîndeplinirea obligațiilor de către un stat membru – Neadoptarea, în termenul prevăzut, a a(...TRUNCATED)	["Neîndeplinirea obligațiilor de către un stat membru","Directiva 2002/15/CE","Organizarea timpul(...TRUNCATED)
61994TJ0331	fr	"Motifs de l'arrêt\nFaits à l'origine du litige\n1 Le 26 février 1992, la Commission a publié au(...TRUNCATED)	["Concours au financement d'un projet de tourisme écologique","Réduction","Recours en annulation",(...TRUNCATED)
61985CJ0309	sv	"1 Genom beslut av den 9 oktober 1985, som inkom till domstolen den 14 oktober 1985, har ordförande(...TRUNCATED)	["Icke-diskriminering","Tillträde till icke akademisk utbildning","Återbetalning av belopp som inb(...TRUNCATED)

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Dataset Card for EUROPA

This dataset card aims to be a base template for new datasets. It has been generated using this raw template.

Dataset Details

Dataset Description

EUROPA is a dataset designed for training and evaluating multilingual keyphrase generation models in the legal domain. It consists of legal judgments from the Court of Justice of the European Union (EU) and includes instances in all 24 official EU languages.

Key Features: Multilingual: Covers 24 official EU languages. Domain-Specific: Focuses on legal documents. Source: Derived from Court of Justice of the European Union judgments.

Curated by: N3 team
Languages: French, German, English, Italian, Dutch, Greek, Danish, Portuguese, Spanish, Swedish, Finnish, Lithuanian, Estonian, Czech, Hungarian, Latvian, Slovenian, Polish, Maltese, Slovak, Romanian, Bulgarian, Croatian, Irish
License: MIT License

Dataset Sources

Paper: https://aclanthology.org/2024.acl-long.687/

Dataset Structure

celex_id: CELEX identifier inherited from CJEU. Different translated versions of the same judgment share the same celex_id. If you wish to set a unique identifier for each instance, you can concatenate lang and celex_id values;
lang: ISO 639-1 language code;
input: judgment transcription or translation;
keyphrases: reference keyphrases drafted by the CJEU.

As explained in our paper, the dataset is split chronologically for assessing temporal generalization of models:

training set: 1957 to 2010 (131 076 instances);
validation set: 2011 to 2015 (63 373 instances);
test set: 2016 to 2023 (90 508 instances).

Citation

@inproceedings{salaun-etal-2024-europa,
    title = "{EUROPA}: A Legal Multilingual Keyphrase Generation Dataset",
    author = {Sala{\"u}n, Olivier  and
      Piedboeuf, Fr{\'e}d{\'e}ric  and
      Le Berre, Guillaume  and
      Alfonso-Hermelo, David  and
      Langlais, Philippe},
    editor = "Ku, Lun-Wei  and
      Martins, Andre  and
      Srikumar, Vivek",
    booktitle = "Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.acl-long.687",
    pages = "12718--12736",
    abstract = "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 novel 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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