🧑‍🔬 Guillaume Lample — all works

42 works · ← Guillaume Lample

1. Neural Architectures for Named Entity RecognitionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian, et al.2016 · 5,319 citations
2. Mistral 7B ↗arXiv:2310.06825 · no summary yetAlbert Q. Jiang et al.2023 · 4,554 citations
3. Cross-lingual Language Model Pretraining ↗arXiv:1901.07291 · no summary yetGuillaume Lample, Alexis Conneau2019 · 2,832 citations
4. XNLI: Evaluating Cross-lingual Sentence Representations ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetAlexis Conneau et al.2018 · 1,885 citations
5. Mixtral of Experts ↗arXiv:2401.04088 · no summary yetAlbert Q. Jiang et al.2024 · 1,698 citations
6. What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic propertiesAnnual Meeting of the Association for Computational Linguistics (ACL)Alexis Conneau, German Kruszewski, Guillaume Lample, et al.2018 · 1,045 citations
7. Word Translation Without Parallel Data ↗ICLR 2018 (arXiv:1710.04087) · no summary yetAlexis Conneau et al.2018 · 913 citations
8. Phrase-Based & Neural Unsupervised Machine Translation ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetGuillaume Lample et al.2018 · 910 citations
9. Unsupervised Machine Translation Using Monolingual Corpora OnlyarXiv:1711.00043Guillaume Lample, Alexis Conneau, Ludovic Denoyer, et al.2017 · 669 citations
10. Playing FPS Games with Deep Reinforcement Learning ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetGuillaume Lample, Devendra Singh Chaplot2017 · 472 citations
11. Massively Multilingual Word EmbeddingsarXiv:1602.01925Waleed Ammar, George Mulcaire, Yulia Tsvetkov, et al.2016 · 404 citations
12. The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–EnglishConference on Empirical Methods in Natural Language Processing (EMNLP)Francisco Guzmán, Peng-Jen Chen, Myle Ott, et al.2019 · 365 citations
13. Multiple-Attribute Text Rewriting. ↗International Conference on Learning Representations · no summary yetGuillaume Lample et al.2018 · 312 citations
14. Fader Networks: Manipulating Images by Sliding Attributes ↗arXiv (Cornell University) · no summary yetGuillaume Lample et al.2017 · 286 citations
15. The FLoRes Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English ↗arXiv:1902.01382 · no summary yetFrancisco Guzman et al.2019 · 242 citations
16. Evaluation of Word Vector Representations by Subspace Alignment ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetYulia Tsvetkov et al.2015 · 209 citations
17. Draft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal ProofsarXiv:2210.12283Albert Q. Jiang, Sean Welleck, Jin Peng Zhou, et al.2022 · 178 citations
18. Unsupervised Translation of Programming LanguagesarXiv:2006.03511Marie-Anne Lachaux, Baptiste Roziere, Lowik Chanussot, et al.2020 · 160 citations
19. HyperTree Proof Search for Neural Theorem ProvingConference on Neural Information Processing Systems (NeurIPS)Guillaume Lample, Marie-Anne Lachaux, Thibaut Lavril, et al.2022 · 151 citations
20. Deep Learning for Symbolic Mathematics ↗arXiv:1912.01412 · no summary yetGuillaume Lample, François Charton2019 · 138 citations
21. Large Memory Layers with Product Keys ↗arXiv (Cornell University) · no summary yetGuillaume Lample et al.2019 · 111 citations
22. Pixtral 12B ↗arXiv:2410.07073 · no summary yetPravesh Agrawal et al.2024 · 107 citations
23. Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning ↗Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetYulia Tsvetkov et al.2016 · 94 citations
24. Multiple-Attribute Text Style Transfer ↗arXiv:1811.00552 · no summary yetSandeep Subramanian et al.2018 · 88 citations
25. Augmenting Self-attention with Persistent Memory ↗arXiv (Cornell University) · no summary yetSainbayar Sukhbaatar et al.2019 · 84 citations
26. DOBF: A Deobfuscation Pre-Training Objective for Programming Languages ↗arXiv:2102.07492 · no summary yetBaptiste Roziere et al.2021 · 49 citations
27. Magistral ↗arXiv (Cornell University) · no summary yetMistral-AI et al.2025 · 44 citations
28. Leveraging Automated Unit Tests for Unsupervised Code Translation ↗arXiv:2110.06773 · no summary yetBaptiste Roziere et al.2022 · 40 citations
29. Régression symbolique de bout en bout avec des transformers. ↗HAL (Le Centre pour la Communication Scientifique Directe) · no summary yetPierre-Alexandre Kamienny et al.2022 · 37 citations
30. Deep Symbolic Regression for Recurrent Sequences ↗arXiv:2201.04600 · no summary yetStéphane d'Ascoli et al.2022 · 27 citations
31. End-to-end symbolic regression with transformers ↗arXiv:2204.10532 · no summary yetPierre-Alexandre Kamienny et al.2022 · 27 citations
32. Voxtral ↗arXiv (Cornell University) · no summary yetAlexander H. Liu et al.2025 · 24 citations
33. Arnold: An Autonomous Agent to Play FPS Games ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetDevendra Singh Chaplot, Guillaume Lample2017 · 22 citations
34. Learning advanced mathematical computations from examples ↗arXiv:2006.06462 · no summary yetFrançois Charton, Amaury Hayat, Guillaume Lample2020 · 18 citations
35. Target Conditioning for One-to-Many Generation ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetMarie-Anne Lachaux, Armand Joulin, Guillaume Lample2020 · 17 citations
36. Deep Generative Symbolic Regression with Monte-Carlo-Tree-Search ↗arXiv (Cornell University) · no summary yetPierre-Alexandre Kamienny et al.2023 · 7 citations
37. Fader Networks: Generating Image Variations by Sliding Attribute Values ↗HAL (Le Centre pour la Communication Scientifique Directe) · no summary yetGuillaume Lample et al.2017 · 3 citations
38. Voxtral Realtime ↗arXiv (Cornell University) · no summary yetMistral-AI et al.2026
39. Voxtral TTS ↗arXiv (Cornell University) · no summary yetMistral-AI et al.2026
40. Shieldstral ↗arXiv (Cornell University) · no summary yetAntonia Calvi et al.2026
41. Traduction automatique non-supervisée ↗HAL (Le Centre pour la Communication Scientifique Directe) · no summary yetGuillaume Lample2019
42. Unsupervised Machine Translation ↗no summary yetGuillaume Lample2019

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/guillaume-lample/works/