🧑‍🔬 Mikel Artetxe — all works

31 works · ← Mikel Artetxe

1. OPT: Open Pre-trained Transformer Language ModelsarXiv:2205.01068Susan Zhang, Stephen Roller, Naman Goyal, et al.2022 · 1,755 citations
2. Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?Conference on Empirical Methods in Natural Language Processing (EMNLP)Sewon Min, Xinxi Lyu, Ari Holtzman, et al.2022 · 1,444 citations
3. On the Cross-lingual Transferability of Monolingual RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Mikel Artetxe, Sebastian Ruder, Dani Yogatama2020 · 1,179 citations
4. A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddingsAnnual Meeting of the Association for Computational Linguistics (ACL)Mikel Artetxe, Gorka Labaka, Eneko Agirre2018 · 854 citations
5. Learning bilingual word embeddings with (almost) no bilingual dataAnnual Meeting of the Association for Computational Linguistics (ACL)Mikel Artetxe, Gorka Labaka, Eneko Agirre2017 · 690 citations
6. Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and BeyondTransactions of the Association for Computational Linguistics (TACL)Mikel Artetxe, Holger Schwenk2018 · 635 citations
7. Learning principled bilingual mappings of word embeddings while preserving monolingual invarianceConference on Empirical Methods in Natural Language Processing (EMNLP)Mikel Artetxe, Gorka Labaka, Eneko Agirre2016 · 539 citations
8. Few-shot Learning with Multilingual Language ModelsarXiv:2112.10668Xi Victoria Lin, Todor Mihaylov, Mikel Artetxe, et al.2021 · 500 citations
9. Unsupervised Statistical Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Mikel Artetxe, Gorka Labaka, Eneko Agirre2018 · 433 citations
10. Unsupervised Neural Machine TranslationarXiv:1710.11041Mikel Artetxe, Gorka Labaka, Eneko Agirre, et al.2017 · 424 citations
11. The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language VariantsAnnual Meeting of the Association for Computational Linguistics (ACL)Lucas Bandarkar, Davis Liang, Benjamin Muller, et al.2023 · 262 citations
12. An Effective Approach to Unsupervised Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Mikel Artetxe, Gorka Labaka, Eneko Agirre2019 · 203 citations
13. Translation Artifacts in Cross-lingual Transfer LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Mikel Artetxe, Gorka Labaka, Eneko Agirre2020 · 176 citations
14. Lifting the Curse of Multilinguality by Pre-training Modular TransformersConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jonas Pfeiffer, Naman Goyal, Xi Victoria Lin, et al.2022 · 174 citations
15. Margin-based Parallel Corpus Mining with Multilingual Sentence EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL)Mikel Artetxe, Holger Schwenk2019 · 166 citations
16. Multilingual Autoregressive Entity Linking ↗Transactions of the Association for Computational Linguistics · no summary yetNicola De Cao et al.2022 · 153 citations
17. Few-shot Learning with Multilingual Generative Language Models ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetXi Victoria Lin et al.2022 · 133 citations
18. State-of-the-art generalisation research in NLP: A taxonomy and review ↗arXiv:2210.03050 · Nat Mach Intell 5, 1161-1174 (2023) · no summary yetDieuwke Hupkes et al.2022 · 120 citations
19. Efficient Large Scale Language Modeling with Mixtures of Experts ↗arXiv:2112.10684 · no summary yetMikel Artetxe et al.2021 · 113 citations
20. A Call for More Rigor in Unsupervised Cross-lingual Learning ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetMikel Artetxe et al.2020 · 104 citations
21. Do Multilingual Language Models Think Better in English?Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)Julen Etxaniz, Gorka Azkune, Aitor Soroa, et al.2024 · 101 citations
22. Analyzing the Limitations of Cross-lingual Word Embedding Mappings ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetAitor Ormazabal et al.2019 · 93 citations
23. Training Trajectories of Language Models Across Scales ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMengzhou Xia et al.2023 · 60 citations
24. Revisiting Machine Translation for Cross-lingual Classification ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetMikel Artetxe et al.2023 · 50 citations
25. Don't Prompt, Search! Mining-based Zero-Shot Learning with Language Models ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetMozes van de Kar et al.2022 · 24 citations
26. Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetMengzhou Xia et al.2022 · 21 citations
27. On the Role of Bidirectionality in Language Model Pre-Training ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetMikel Artetxe et al.2022 · 17 citations
28. Principled Paraphrase Generation with Parallel Corpora ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetAitor Ormazabal et al.2022 · 15 citations
29. BOUQuET : dataset, Benchmark and Open initiative for Universal Quality Evaluation in Translation ↗Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · no summary yetPierre Andrews et al.2025 · 8 citations
30. WiCkeD: A Simple Method to Make Multiple Choice Benchmarks More ChallengingAnnual Meeting of the Association for Computational Linguistics (ACL)Ahmed Elhady, Eneko Agirre, Mikel Artetxe2025 · 7 citations
31. Building hybrid machine translation systems by using an EBMT preprocessor to create partial translations ↗Proceedings of the 18th Annual Conference of the European Association for Machine Translation · no summary yetMikel Artetxe, Gorka Labaka, Kepa Sarasola2015 · 1 citation

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