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Works of France

224 · page 1 of 3 · the most cited first · ← France

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  1. SciPy 1.0 — Fundamental Algorithms for Scientific Computing in PythonPauli Virtanen, Ralf Gommers, Travis E. Oliphant, et al.2019 · 38,317 citations
  2. Emerging Properties in Self-Supervised Vision TransformersMathilde Caron, Hugo Touvron, Ishan Misra, et al.2021 · 5,910 citations
  3. Twitter as a Corpus for Sentiment Analysis and Opinion MiningAlexander Pak, Patrick Paroubek2010 · 2,905 citations
  4. OpenNMT: Open-Source Toolkit for Neural Machine TranslationGuillaume Klein, Yoon Kim, Yuntian Deng, et al.2017 · 2,460 citations
  5. What Does BERT Learn about the Structure of Language?Ganesh Jawahar, Benoît Sagot, Djamé Seddah2019 · 1,789 citations
  6. SemEval-2016 Task 5: Aspect Based Sentiment AnalysisMaria Pontiki, Dimitris Galanis, Haris Papageorgiou, et al.2016 · 1,656 citations
  7. Multitask Prompted Training Enables Zero-Shot Task GeneralizationVictor Sanh, Albert Webson, Colin Raffel, et al.2021 · 1,577 citations
  8. DINOv2: Learning Robust Visual Features without SupervisionMaxime Oquab, Timothee Darcet, Theo Moutakanni, et al.2023 · 1,425 citations
  9. Code Llama: Open Foundation Models for CodeBaptiste Rozière, Jonas Gehring, Fabian Gloeckle, et al.2024 · 1,399 citations
  10. Deep Biaffine Attention for Neural Dependency ParsingTimothy Dozat, Christopher D. Manning2016 · 1,320 citations
  11. CamemBERT: a Tasty French Language ModelLouis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez, et al.2019 · 1,262 citations
  12. Optuna: A Next-generation Hyperparameter Optimization FrameworkTakuya Akiba, Shotaro Sano, Toshihiko Yanase, et al.2019 · 1,246 citations
  13. Assessing the Ability of LSTMs to Learn Syntax-Sensitive DependenciesTal Linzen, Emmanuel Dupoux, Yoav Goldberg2016 · 1,239 citations
  14. Very Deep Convolutional Networks for Text ClassificationAlexis Conneau, Holger Schwenk, Loïc Barrault, et al.2017 · 1,110 citations
  15. What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic propertiesAlexis Conneau, German Kruszewski, Guillaume Lample, et al.2018 · 1,021 citations
  16. Findings of the 2016 Conference on Machine TranslationOndřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2016 · 936 citations
  17. Findings of the 2019 Conference on Machine Translation (WMT19)Loïc Barrault, Ondřej Bojar, Marta R. Costa-jussà, et al.2019 · 839 citations
  18. Unsupervised Dense Information Retrieval with Contrastive LearningGautier Izacard, Mathilde Caron, Lucas Hosseini, et al.2021 · 824 citations
  19. Supervised Learning of Universal Sentence Representations from Natural Language Inference DataAlexis Conneau, Douwe Kiela, Holger Schwenk, et al.2017 · 777 citations
  20. Findings of the 2018 Conference on Machine Translation (WMT18)Ondřej Bojar, Christian Federmann, Mark Fishel, et al.2018 · 747 citations
  21. Findings of the 2017 Conference on Machine Translation (WMT17)Ondřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2017 · 685 citations
  22. ELI5: Long Form Question AnsweringAngela Fan, Yacine Jernite, Ethan Perez, et al.2019 · 682 citations
  23. KILT: a Benchmark for Knowledge Intensive Language TasksFabio Petroni, Aleksandra Piktus, Angela Fan, et al.2020 · 663 citations
  24. Unsupervised Machine Translation Using Monolingual Corpora OnlyGuillaume Lample, Alexis Conneau, Ludovic Denoyer, et al.2017 · 650 citations
  25. On Using Monolingual Corpora in Neural Machine TranslationCaglar Gulcehre, Orhan Firat, Kelvin Xu, et al.2015 · 616 citations
  26. CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Martin Popel, Milan Straka, et al.2017 · 604 citations
  27. Tagging English Text with a Probabilistic ModelBernard Merialdo1994 · 599 citations
  28. The WebNLG Challenge: Generating Text from RDF DataClaire Gardent, Anastasia Shimorina, Shashi Narayan, et al.2017 · 579 citations
  29. A Monolingual Tree-based Translation Model for Sentence SimplificationZhemin Zhu, Delphine Bernhard, Iryna Gurevych2010 · 555 citations
  30. Creating Training Corpora for NLG Micro-PlannersClaire Gardent, Anastasia Shimorina, Shashi Narayan, et al.2017 · 526 citations
  31. VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and InterpretationChanghan Wang, Morgane Riviere, Ann Lee, et al.2021 · 522 citations
  32. SPLADE: Sparse Lexical and Expansion Model for First Stage RankingThibault Formal, Benjamin Piwowarski, Stéphane Clinchant2021 · 510 citations
  33. Quality at a Glance: An Audit of Web-Crawled Multilingual DatasetsJulia Kreutzer, Isaac Caswell, Lisa Wang, et al.2021 · 447 citations
  34. BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical DomainsYanis Labrak, Adrien Bazoge, Emmanuel Morin, et al.2024 · 406 citations
  35. LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language ModelsNeel Guha; Julian Nyarko; Daniel E. Ho; Christopher Re; Adam Chilton; Aditya Narayana; Alex Chohlas-Wood; Austin Peters; Brandon Waldon; Daniel N. Rockmore; Diego Zambrano; Dmitry Talisman; Enam Hoque; Faiz Surani; Frank Fagan; Galit Sarfaty; Gregory M. Dickinson; Haggai Porat; Jason Hegland; Jessica Wu; Joe Nudell; Joel Niklaus; John Nay; Jonathan H. Choi; Kevin Tobia; Margaret Hagan; Megan Ma; Michael Livermore; Nikon Rasumov-Rahe; Nils Holzenberger; Noam Kolt; Peter Henderson; Sean Rehaag; Sharad Goel; Shang Gao; Spencer Williams; Sunny Gandhi; Tom Zur; Varun Iyer;, Zehua Li2023 · 379 citations
  36. Datasets: A Community Library for Natural Language ProcessingQuentin Lhoest, Albert Villanova del Moral, Yacine Jernite, et al.2021 · 358 citations
  37. QuestEval: Summarization Asks for Fact-based EvaluationThomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, et al.2021 · 353 citations
  38. xCOMET: Transparent Machine Translation Evaluation through Fine-grained Error DetectionNuno M. Guerreiro, Ricardo Rei, Daan van Stigt, et al.2024 · 333 citations
  39. Survey: Multiword Expression Processing: A SurveyMathieu Constant, Gülşen Eryiǧit, Johanna Monti, et al.2017 · 296 citations
  40. FlauBERT: Unsupervised Language Model Pre-training for FrenchHang Le, Loïc Vial, Jibril Frej, et al.2019 · 293 citations
  41. Queens are Powerful too: Mitigating Gender Bias in Dialogue GenerationEmily Dinan, Angela Fan, Adina Williams, et al.2020 · 265 citations
  42. MiniF2F: a cross-system benchmark for formal Olympiad-level mathematicsKunhao Zheng, Jesse Michael Han, Stanislas Polu2021 · 254 citations
  43. The Lefff, a Freely Available and Large-coverage Morphological and Syntactic Lexicon for FrenchBenoît Sagot2010 · 253 citations
  44. Evaluating Discourse Phenomena in Neural Machine TranslationRachel Bawden, Rico Sennrich, Alexandra Birch, et al.2017 · 252 citations
  45. Survey of Low-Resource Machine TranslationBarry Haddow, Rachel Bawden, Antonio Valerio Miceli Barone, et al.2022 · 251 citations
  46. A General Theoretical Paradigm to Understand Learning from Human PreferencesMohammad Gheshlaghi Azar, Mark Rowland, Bilal Piot, et al.2023 · 250 citations
  47. Hallucinations in Large Multilingual Translation ModelsNuno M. Guerreiro, Duarte M. Alves, Jonas Waldendorf, et al.2023 · 244 citations
  48. Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich LanguagesDjamé Seddah, Reut Tsarfaty, Sandra Kübler, et al.2013 · 244 citations
  49. Arabic natural language processing: An overviewImane Guellil, Houda Saadane, Faical Azouaou, et al.2019 · 239 citations
  50. YAGO3: A Knowledge Base from Multilingual WikipediasFarzaneh Mahdisoltani, Joanna Biega, Fabian M. Suchanek2015 · 235 citations
  51. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
  52. Membership Inference Attacks against Machine Learning ModelsReza Shokri, Marco Stronati, Congzheng Song, et al.2016 · 232 citations
  53. Findings of the Third Shared Task on Multimodal Machine TranslationLoïc Barrault, Fethi Bougares, Lucia Specia, et al.2018 · 227 citations
  54. Tower: An Open Multilingual Large Language Model for Translation-Related TasksDuarte M. Alves, Jose Pombal, Nuno M. Guerreiro, et al.2024 · 226 citations
  55. TrustLLM: Trustworthiness in Large Language ModelsYue Huang, Lichao Sun, Haoran Wang, et al.2024 · 226 citations
  56. Lexical Markup Framework (LMF)Gil Francopoulo, Monte George, Nicoletta Calzolari, et al.2006 · 223 citations
  57. A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource LanguagesPedro Javier Ortiz Suárez, Laurent Romary, Benoît Sagot2020 · 219 citations
  58. Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language ProcessingEdoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, et al.2019 · 217 citations
  59. ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting TransformationsFernando Alva-Manchego, Louis Martin, Antoine Bordes, et al.2020 · 215 citations
  60. Towards an ISO Standard for Dialogue Act AnnotationHarry Bunt, Jan Alexandersson, Jean Carletta, et al.2010 · 210 citations
  61. Answers Unite! Unsupervised Metrics for Reinforced Summarization ModelsThomas Scialom, Sylvain Lamprier, Benjamin Piwowarski, et al.2019 · 210 citations
  62. The PARSEME Shared Task on Automatic Identification of Verbal Multiword ExpressionsAgata Savary, Carlos Ramisch, Silvio Cordeiro, et al.2017 · 205 citations
  63. Discourse Structure and Dialogue Acts in Multiparty Dialogue: the STAC CorpusNicholas Asher, Julie Hunter, Mathieu Morey, et al.2016 · 202 citations
  64. Multilingual Projection for Parsing Truly Low-Resource LanguagesŽeljko Agić, Anders Johannsen, Barbara Plank, et al.2016 · 195 citations
  65. When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language ModelsBenjamin Muller, Antonios Anastasopoulos, Benoît Sagot, et al.2021 · 189 citations
  66. GLiNER: Generalist Model for Named Entity Recognition using Bidirectional TransformerUrchade Zaratiana, Nadi Tomeh, Pierre Holat, et al.2024 · 189 citations
  67. SeamlessM4T: Massively Multilingual & Multimodal Machine TranslationSeamless Communication, Loic Barrault, Yu-An Chung, et al.2023 · 183 citations
  68. Findings of the IWSLT 2022 Evaluation CampaignAntonios Anastasopoulos, Loïc Barrault, Luisa Bentivogli, et al.2022 · 177 citations
  69. Findings of the WMT24 General Machine Translation Shared Task: The LLM Era Is Here but MT Is Not Solved YetTom Kocmi, Eleftherios Avramidis, Rachel Bawden, et al.2024 · 177 citations
  70. LEXCONN: A French Lexicon of Discourse ConnectivesCharlotte Roze, Laurence Danlos, Philippe Muller2012 · 173 citations
  71. SemEval-2021 Task 5: Toxic Spans DetectionJohn Pavlopoulos, Jeffrey Sorensen, Léo Laugier, et al.2021 · 172 citations
  72. Seamless: Multilingual Expressive and Streaming Speech TranslationSeamless Communication, Loic Barrault, Yu-An Chung, et al.2023 · 171 citations
  73. Specialized Models and Ranking for Coreference ResolutionPascal Denis, Jason Baldridge2008 · 171 citations
  74. On Generative Spoken Language Modeling from Raw AudioKushal Lakhotia, Eugene Kharitonov, Wei-Ning Hsu, et al.2021 · 165 citations
  75. The 2020 Bilingual, Bi-Directional WebNLG+ Shared Task: Overview and Evaluation Results (WebNLG+ 2020)Thiago Castro Ferreira, Claire Gardent, Nikolai Ilinykh, et al.2020 · 163 citations
  76. BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex InstructionsTerry Yue Zhuo, Minh Chien Vu, Jenny Chim, et al.2024 · 163 citations
  77. Statistical French Dependency Parsing: Treebank Conversion and First ResultsMarie Candito, Benoît Crabbé, Pascal Denis2010 · 162 citations
  78. EASSE: Easier Automatic Sentence Simplification EvaluationFernando Alva-Manchego, Louis Martin, Carolina Scarton, et al.2019 · 162 citations
  79. Large Scale Arabic Error Annotation: Guidelines and FrameworkWajdi Zaghouani, Behrang Mohit, Nizar Habash, et al.2014 · 160 citations
  80. A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News TranslationDavid Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Angela Fan, et al.2022 · 155 citations
  81. Towards a Cleaner Document-Oriented Multilingual Crawled CorpusJulien Abadji, Pedro Ortiz Suarez, Laurent Romary, et al.2022 · 154 citations
  82. Can GPT-3 Perform Statutory Reasoning?Andrew Blair-Stanek, Nils Holzenberger, Benjamin Van Durme2023 · 153 citations
  83. REFINER: Reasoning Feedback on Intermediate RepresentationsDebjit Paul, Mete Ismayilzada, Maxime Peyrard, et al.2023 · 152 citations
  84. The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual DatasetHugo Laurençon, Lucile Saulnier, Thomas Wang, et al.2023 · 145 citations
  85. SUD or Surface-Syntactic Universal Dependencies: An annotation scheme near-isomorphic to UDKim Gerdes, Bruno Guillaume, Sylvain Kahane, et al.2018 · 144 citations
  86. A Novel Discourse Parser Based on Support Vector Machine ClassificationDavid duVerle, Helmut Prendinger2009 · 135 citations
  87. The Parallel Meaning Bank: Towards a Multilingual Corpus of Translations Annotated with Compositional Meaning RepresentationsLasha Abzianidze, Johannes Bjerva, Kilian Evang, et al.2017 · 134 citations
  88. Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image DescriptionDesmond Elliott, Stella Frank, Loïc Barrault, et al.2017 · 133 citations
  89. Experimenting with the king of France: Topics, verifiability and definite descriptionsMárta Abrusán, Kriszta Szendrői2013 · 132 citations
  90. Task-aware Retrieval with InstructionsAkari Asai, Timo Schick, Patrick Lewis, et al.2023 · 131 citations
  91. EuroLLM: Multilingual Language Models for EuropePedro Henrique Martins, Patrick Fernandes, Joao Alves, et al.2024 · 131 citations
  92. Findings of the WMT 2023 Shared Task on Quality EstimationFrederic Blain, Chrysoula Zerva, Ricardo Rei, et al.2023 · 129 citations
  93. How much progress have we made on RST discourse parsing? A replication study of recent results on the RST-DTMathieu Morey, Philippe Muller, Nicholas Asher2017 · 124 citations
  94. MUSS: Multilingual Unsupervised Sentence Simplification by Mining ParaphrasesLouis Martin, Angela Fan, Éric de la Clergerie, et al.2022 · 117 citations
  95. GlotLID: Language Identification for Low-Resource LanguagesAmir Hossein Kargaran, Ayyoob Imani, François Yvon, et al.2023 · 115 citations
  96. MLSUM: The Multilingual Summarization CorpusThomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, et al.2020 · 114 citations
  97. French CrowS-Pairs: Extending a challenge dataset for measuring social bias in masked language models to a language other than EnglishAurélie Névéol, Yoann Dupont, Julien Bezançon, et al.2022 · 107 citations
  98. Constrained Decoding for Text-Level Discourse ParsingPhilippe Muller, Stergos Afantenos, Pascal Denis, et al.2012 · 99 citations
  99. Discourse parsing for multi-party chat dialoguesStergos Afantenos, Eric Kow, Nicholas Asher, et al.2015 · 97 citations
  100. Get that into your head: Tigre vowel harmonies as templaticNoam Faust2017 · 89 citations

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