mlsanityData to 7 Oct 2026

EUROPA: A Legal Multilingual Keyphrase Generation Dataset

arXiv 2403.00252 ↗First posted 1 Mar 2024cs.CL cs.AI cs.LGcited by 5

Not on the map. Why?

Abstract (arXiv)

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.

Key facts. Cited by 5 papers in the map (data through 7 Oct 2026). Builds on 38 of its 86 references that are in the map. First posted on arXiv 1 Mar 2024.

Builds on

38 of 86 references.

References · 38

  1. 2017Attention Is All You Needcited by 59,932
  2. 2019BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehensioncited by 5,874
  3. 2019Unsupervised Cross-lingual Representation Learning at Scalecited by 3,907
  4. 2020Longformer: The Long-Document Transformercited by 3,362
  5. 2020mT5: A massively multilingual pre-trained text-to-text transformercited by 1,813
  6. 2019SciBERT: A Pretrained Language Model for Scientific Textcited by 1,404
  7. 2020Multilingual Denoising Pre-training for Neural Machine Translationcited by 1,028
  8. 2020Multilingual Translation with Extensible Multilingual Pretraining and Finetuningcited by 287
  9. 2021LongT5: Efficient Text-To-Text Transformer for Long Sequencescited by 232
  10. 2021Mind the Gap: Assessing Temporal Generalization in Neural Language Modelscited by 226
  11. 2019Neural Legal Judgment Prediction in Englishcited by 208
  12. 2019BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent Summarizationcited by 155
26 more
  1. 2017Deep Keyphrase Generationcited by 102
  2. 2021MultiEURLEX -- A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfercited by 89
  3. 2020We Need to Talk About Random Splitscited by 70
  4. 2023LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal Domaincited by 68
  5. 2023LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Developmentcited by 54
  6. 2018One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrasescited by 52
  7. 2018Keyphrase Generation with Correlation Constraintscited by 45
  8. 2019KPTimes: A Large-Scale Dataset for Keyphrase Generation on News Documentscited by 41
  9. 2022EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domaincited by 39
  10. 2021Learning Rich Representation of Keyphrases from Textcited by 36
  11. 2020An Empirical Study on Neural Keyphrase Generationcited by 25
  12. 2020Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attentioncited by 24
  13. 2019DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrasescited by 16
  14. 2022LSG Attention: Extrapolation of pretrained Transformers to long sequencescited by 16
  15. 2023It's about Time: Rethinking Evaluation on Rumor Detection Benchmarks using Chronological Splitscited by 15
  16. 2023From Statistical Methods to Deep Learning, Automatic Keyphrase Prediction: A Surveycited by 14
  17. 2022Applying a Generic Sequence-to-Sequence Model for Simple and Effective Keyphrase Generationcited by 13
  18. 2022LDKP: A Dataset for Identifying Keyphrases from Long Scientific Documentscited by 13
  19. 2022Pre-trained Language Models for Keyphrase Generation: A Thorough Empirical Studycited by 13
  20. 2021Keyphrase Generation Beyond the Boundaries of Title and Abstractcited by 12
  21. 2021Lex Rosetta: Transfer of Predictive Models Across Languages, Jurisdictions, and Legal Domainscited by 11
  22. 2020Keyphrase Extraction with Span-based Feature Representationscited by 9
  23. 2019Does Order Matter? An Empirical Study on Generating Multiple Keyphrases as a Sequencecited by 8
  24. 2023Data Augmentation for Low-Resource Keyphrase Generationcited by 8
  25. 2013Keyphrase Cloud Generation of Broadcast Newscited by 7
  26. 2023Enhancing Keyphrase Generation by BART Finetuning with Splitting and Shufflingcited by 3

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2024: 2; 2025: 1; 2026: 2.

5 papers.