---
title: "Mikel Artetxe — all works — Elamur Research"
description: "All 31 works of Mikel Artetxe in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
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---
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# Mikel Artetxe — all works

31 works · [← Mikel Artetxe](https://md.research.elamur.ai/free/en/authors/mikel-artetxe/)

1. [**OPT: Open Pre-trained Transformer Language Models arXiv:2205.01068**Susan Zhang, Stephen Roller, Naman Goyal, et al.*2022 · 1,755 citations*](https://md.research.elamur.ai/free/en/papers/zhang-2022-opt-open-pre-trained-transformer/)
2. **[Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?](https://md.research.elamur.ai/free/en/papers/min-2022-rethinking-role-demonstrations-what-makes/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Sewon Min, Xinxi Lyu, Ari Holtzman, et al.*2022 · 1,444 citations*
3. **[On the Cross-lingual Transferability of Monolingual Representations](https://md.research.elamur.ai/free/en/papers/artetxe-2020-cross-lingual-transferability-monolingual-representations/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mikel Artetxe, Sebastian Ruder, Dani Yogatama*2020 · 1,179 citations*
4. **[A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings](https://md.research.elamur.ai/free/en/papers/artetxe-2018-vecmap-unsupervised/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mikel Artetxe, Gorka Labaka, Eneko Agirre*2018 · 854 citations*
5. **[Learning bilingual word embeddings with (almost) no bilingual data](https://md.research.elamur.ai/free/en/papers/artetxe-2017-learning-bilingual-word-embeddings-almost/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mikel Artetxe, Gorka Labaka, Eneko Agirre*2017 · 690 citations*
6. **[Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond](https://md.research.elamur.ai/free/en/papers/artetxe-2018-massively-multilingual-sentence-embeddings-zero/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Mikel Artetxe, Holger Schwenk*2018 · 635 citations*
7. **[Learning principled bilingual mappings of word embeddings while preserving monolingual invariance](https://md.research.elamur.ai/free/en/papers/artetxe-2016-learning-principled-bilingual-mappings-word/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Mikel Artetxe, Gorka Labaka, Eneko Agirre*2016 · 539 citations*
8. [**Few-shot Learning with Multilingual Language Models arXiv:2112.10668**Xi Victoria Lin, Todor Mihaylov, Mikel Artetxe, et al.*2021 · 500 citations*](https://md.research.elamur.ai/free/en/papers/lin-2021-few-shot-learning-multilingual-language/)
9. **[Unsupervised Statistical Machine Translation](https://md.research.elamur.ai/free/en/papers/artetxe-2018-unsupervised-statistical-machine-translation/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Mikel Artetxe, Gorka Labaka, Eneko Agirre*2018 · 433 citations*
10. [**Unsupervised Neural Machine Translation arXiv:1710.11041**Mikel Artetxe, Gorka Labaka, Eneko Agirre, et al.*2017 · 424 citations*](https://md.research.elamur.ai/free/en/papers/artetxe-2017-unsupervised-neural-machine-translation/)
11. **[The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants](https://md.research.elamur.ai/free/en/papers/bandarkar-2023-belebele-benchmark-parallel-reading-comprehension/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Lucas Bandarkar, Davis Liang, Benjamin Muller, et al.*2023 · 262 citations*
12. **[An Effective Approach to Unsupervised Machine Translation](https://md.research.elamur.ai/free/en/papers/artetxe-2019-effective-approach-unsupervised-machine-translation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mikel Artetxe, Gorka Labaka, Eneko Agirre*2019 · 203 citations*
13. **[Translation Artifacts in Cross-lingual Transfer Learning](https://md.research.elamur.ai/free/en/papers/artetxe-2020-translation-artifacts-cross-lingual-transfer/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Mikel Artetxe, Gorka Labaka, Eneko Agirre*2020 · 176 citations*
14. **[Lifting the Curse of Multilinguality by Pre-training Modular Transformers](https://md.research.elamur.ai/free/en/papers/pfeiffer-2022-lifting-curse-multilinguality-pre-training/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Jonas Pfeiffer, Naman Goyal, Xi Victoria Lin, et al.*2022 · 174 citations*
15. **[Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings](https://md.research.elamur.ai/free/en/papers/artetxe-2019-margin-based-parallel-corpus-mining/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mikel Artetxe, Holger Schwenk*2019 · 166 citations*
16. **[Multilingual Autoregressive Entity Linking](https://md.research.elamur.ai/free/en/papers/cao-2022-multilingual-autoregressive-entity-linking/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Nicola De Cao, Ledell Wu, Kashyap Popat, et al.*2022 · 153 citations*
17. **[Few-shot Learning with Multilingual Generative Language Models ↗](https://aclanthology.org/2022.emnlp-main.616/) Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yet**Xi Victoria Lin et al.*2022 · 133 citations*
18. **[State-of-the-art generalisation research in NLP: A taxonomy and review ↗](https://doi.org/10.1038/s42256-023-00729-y) arXiv:2210.03050 · Nat Mach Intell 5, 1161-1174 (2023) · no summary yet**Dieuwke Hupkes et al.*2022 · 120 citations*
19. [**Efficient Large Scale Language Modeling with Mixtures of Experts arXiv:2112.10684**Mikel Artetxe, Shruti Bhosale, Naman Goyal, et al.*2021 · 113 citations*](https://md.research.elamur.ai/free/en/papers/artetxe-2021-efficient-large-scale-language-modeling/)
20. **[A Call for More Rigor in Unsupervised Cross-lingual Learning ↗](https://aclanthology.org/2020.acl-main.658/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Mikel Artetxe et al.*2020 · 104 citations*
21. **[Do Multilingual Language Models Think Better in English?](https://md.research.elamur.ai/free/en/papers/etxaniz-2024-do-multilingual-language-models-think/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Julen Etxaniz, Gorka Azkune, Aitor Soroa, et al.*2024 · 101 citations*
22. **[Analyzing the Limitations of Cross-lingual Word Embedding Mappings ↗](https://aclanthology.org/P19-1492/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Aitor Ormazabal et al.*2019 · 93 citations*
23. **[Training Trajectories of Language Models Across Scales ↗](https://aclanthology.org/2023.acl-long.767/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Mengzhou Xia et al.*2023 · 60 citations*
24. **[Revisiting Machine Translation for Cross-lingual Classification ↗](https://aclanthology.org/2023.emnlp-main.399/) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yet**Mikel Artetxe et al.*2023 · 50 citations*
25. **[Don't Prompt, Search! Mining-based Zero-Shot Learning with Language Models ↗](https://aclanthology.org/2022.emnlp-main.509/) Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yet**Mozes van de Kar et al.*2022 · 24 citations*
26. **[Prompting ELECTRA: Few-Shot Learning with Discriminative Pre-Trained Models ↗](https://aclanthology.org/2022.emnlp-main.780/) Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yet**Mengzhou Xia et al.*2022 · 21 citations*
27. **[On the Role of Bidirectionality in Language Model Pre-Training ↗](https://aclanthology.org/2022.findings-emnlp.293/) Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yet**Mikel Artetxe et al.*2022 · 17 citations*
28. **[Principled Paraphrase Generation with Parallel Corpora ↗](https://aclanthology.org/2022.acl-long.114/) Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Aitor Ormazabal et al.*2022 · 15 citations*
29. **[BOUQuET : dataset, Benchmark and Open initiative for Universal Quality Evaluation in Translation ↗](https://aclanthology.org/2025.emnlp-main.1400/) Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing · no summary yet**Pierre Andrews et al.*2025 · 8 citations*
30. **[WiCkeD: A Simple Method to Make Multiple Choice Benchmarks More Challenging](https://md.research.elamur.ai/free/en/papers/elhady-2025-wicked-simple-method-make-multiple/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ahmed Elhady, Eneko Agirre, Mikel Artetxe*2025 · 7 citations*
31. **[Building hybrid machine translation systems by using an EBMT preprocessor to create partial translations ↗](https://aclanthology.org/W15-4902/) Proceedings of the 18th Annual Conference of the European Association for Machine Translation · no summary yet**Mikel Artetxe, Gorka Labaka, Kepa Sarasola*2015 · 1 citation*