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Works of Switzerland

123 · page 1 of 2 · the most cited first · ← Switzerland

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  1. Array Programming with NumPyCharles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, et al.2020 · 23,591 citations
  2. Convolutional Neural Networks on Graphs with Fast Localized Spectral FilteringMichael Defferrard, Xavier Bresson, Pierre Vandergheynst2016 · 1,797 citations
  3. ChatGPT Outperforms Crowd-Workers for Text-Annotation TasksFabrizio Gilardi, Meysam Alizadeh, Maël Kubli2023 · 1,532 citations
  4. Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be PrunedElena Voita, David Talbot, Fedor Moiseev, et al.2019 · 1,511 citations
  5. Sigmoid Loss for Language Image Pre-TrainingXiaohua Zhai, Basil Mustafa, Alexander Kolesnikov, et al.2023 · 1,427 citations
  6. Adapted Large Language Models Can Outperform Medical Experts in Clinical Text SummarizationDave Van Veen, Cara Van Uden, Louis Blankemeier, et al.2023 · 925 citations
  7. Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram FeaturesMatteo Pagliardini, Prakhar Gupta, Martin Jaggi2018 · 840 citations
  8. Findings of the 2019 Conference on Machine Translation (WMT19)Loïc Barrault, Ondřej Bojar, Marta R. Costa-jussà, et al.2019 · 839 citations
  9. Colorless Green Recurrent Networks Dream HierarchicallyKristina Gulordava, Piotr Bojanowski, Edouard Grave, et al.2018 · 759 citations
  10. SoundStream: An End-to-End Neural Audio CodecNeil Zeghidour, Alejandro Luebs, Ahmed Omran, et al.2021 · 727 citations
  11. Neural Text Generation from Structured Data with Application to the Biography DomainRemi Lebret, David Grangier, Michael Auli2016 · 696 citations
  12. Learning Word Vectors for 157 LanguagesEdouard Grave, Piotr Bojanowski, Prakhar Gupta, et al.2018 · 640 citations
  13. Scalable Zero-shot Entity Linking with Dense Entity RetrievalLedell Wu, Fabio Petroni, Martin Josifoski, et al.2020 · 618 citations
  14. AudioLM: a Language Modeling Approach to Audio GenerationZalan Borsos, Raphael Marinier, Damien Vincent, et al.2022 · 570 citations
  15. Fully Character-Level Neural Machine Translation without Explicit SegmentationJason Lee, Kyunghyun Cho, Thomas Hofmann2017 · 545 citations
  16. Multi-Source Transfer of Delexicalized Dependency ParsersRyan McDonald, Slav Petrov, Keith Hall2011 · 490 citations
  17. Improving Massively Multilingual Neural Machine Translation and Zero-Shot TranslationBiao Zhang, Philip Williams, Ivan Titov, et al.2020 · 472 citations
  18. Quality at a Glance: An Audit of Web-Crawled Multilingual DatasetsJulia Kreutzer, Isaac Caswell, Lisa Wang, et al.2021 · 447 citations
  19. Context-Aware Neural Machine Translation Learns Anaphora ResolutionElena Voita, Pavel Serdyukov, Rico Sennrich, et al.2018 · 446 citations
  20. Has Machine Translation Achieved Human Parity? A Case for Document-level EvaluationSamuel Läubli, Rico Sennrich, Martin Volk2018 · 443 citations
  21. Document-Level Neural Machine Translation with Hierarchical Attention NetworksLesly Miculicich, Dhananjay Ram, Nikolaos Pappas, et al.2018 · 411 citations
  22. Identifying Word Translations in Non-Parallel TextsReinhard Rapp1995 · 394 citations
  23. Reasoning with Latent Structure Refinement for Document-Level Relation ExtractionGuoshun Nan, Zhijiang Guo, Ivan Sekulic, et al.2020 · 379 citations
  24. When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical CohesionElena Voita, Rico Sennrich, Ivan Titov2019 · 321 citations
  25. Combining Distributional and Morphological Information for Part of Speech InductionAlexander Clark2003 · 295 citations
  26. Information-Theoretic Probing for Linguistic StructureTiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, et al.2020 · 293 citations
  27. Findings of the VarDial Evaluation Campaign 2017Marcos Zampieri, Shervin Malmasi, Nikola Ljubešić, et al.2017 · 261 citations
  28. Abstractive Summarization of Product Reviews Using Discourse StructureShima Gerani, Yashar Mehdad, Giuseppe Carenini, et al.2014 · 260 citations
  29. Evaluating Discourse Phenomena in Neural Machine TranslationRachel Bawden, Rico Sennrich, Alexandra Birch, et al.2017 · 252 citations
  30. Parameter-efficient Multi-task Fine-tuning for Transformers via Shared HypernetworksRabeeh Karimi Mahabadi, Sebastian Ruder, Mostafa Dehghani, et al.2021 · 248 citations
  31. Transformers learn in-context by gradient descentJohannes von Oswald, Eyvind Niklasson, Ettore Randazzo, et al.2022 · 236 citations
  32. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
  33. The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling ObjectivesElena Voita, Rico Sennrich, Ivan Titov2019 · 222 citations
  34. Distilling Reasoning Capabilities into Smaller Language ModelsKumar Shridhar, Alessandro Stolfo, Mrinmaya Sachan2023 · 216 citations
  35. Accelerating scientific discovery with Co-ScientistJuraj Gottweis, Wei-Hung Weng, Alexander Daryin, et al.2025 · 212 citations
  36. Towards an ISO Standard for Dialogue Act AnnotationHarry Bunt, Jan Alexandersson, Jean Carletta, et al.2010 · 210 citations
  37. On Exposure Bias, Hallucination and Domain Shift in Neural Machine TranslationChaojun Wang, Rico Sennrich2020 · 204 citations
  38. Nematus: a Toolkit for Neural Machine TranslationRico Sennrich, Orhan Firat, Kyunghyun Cho, et al.2017 · 202 citations
  39. Refusal in Language Models Is Mediated by a Single DirectionAndy Arditi, Oscar Obeso, Aaquib Syed, et al.2024 · 188 citations
  40. RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language ModelsZekun Moore Wang, Zhongyuan Peng, Haoran Que, et al.2023 · 186 citations
  41. Improving Word Sense Disambiguation in Neural Machine Translation with Sense EmbeddingsAnnette Rios Gonzales, Laura Mascarell, Rico Sennrich2017 · 185 citations
  42. ISO 24617-2: A semantically-based standard for dialogue annotationHarry Bunt, Jan Alexandersson, Jae-Woong Choe, et al.2012 · 182 citations
  43. Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual EvaluationShivalika Singh, Angelika Romanou, Clémentine Fourrier, et al.2025 · 179 citations
  44. Investigating Cultural Alignment of Large Language ModelsBadr AlKhamissi, Muhammad ElNokrashy, Mai Alkhamissi, et al.2024 · 177 citations
  45. 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
  46. Do Llamas Work in English? On the Latent Language of Multilingual TransformersChris Wendler, Veniamin Veselovsky, Giovanni Monea, et al.2024 · 170 citations
  47. Language Identification and Morphosyntactic Tagging: The Second VarDial Evaluation CampaignMarcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.2018 · 169 citations
  48. Dirt Cheap Web-Scale Parallel Text from the Common CrawlJason R. Smith, Herve Saint-Amand, Magdalena Plamada, et al.2013 · 165 citations
  49. AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource LanguagesAbteen Ebrahimi, Manuel Mager, Arturo Oncevay, et al.2022 · 163 citations
  50. Testing the Predictions of Surprisal Theory in 11 LanguagesEthan G. Wilcox, Tiago Pimentel, Clara Meister, et al.2023 · 158 citations
  51. CLIMATE-FEVER: A Dataset for Verification of Real-World Climate ClaimsThomas Diggelmann, Jordan Boyd-Graber, Jannis Bulian, et al.2020 · 157 citations
  52. Locally Typical SamplingClara Meister, Tiago Pimentel, Gian Wiher, et al.2023 · 152 citations
  53. REFINER: Reasoning Feedback on Intermediate RepresentationsDebjit Paul, Mete Ismayilzada, Maxime Peyrard, et al.2023 · 152 citations
  54. Agent Laboratory: Using LLM Agents as Research AssistantsSamuel Schmidgall, Yusheng Su, Ze Wang, et al.2025 · 136 citations
  55. Domain Robustness in Neural Machine TranslationMathias Müller, Annette Rios, Rico Sennrich2020 · 135 citations
  56. MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning ProblemsJakub Macina, Nico Daheim, Sankalan Chowdhury, et al.2023 · 130 citations
  57. Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction BenchmarkJoel Niklaus, Ilias Chalkidis, Matthias Stürmer2021 · 129 citations
  58. A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine TranslationMathias Müller, Annette Rios, Elena Voita, et al.2018 · 123 citations
  59. LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal DomainJoel Niklaus, Veton Matoshi, Pooja Rani, et al.2023 · 122 citations
  60. Findings of the AmericasNLP 2021 Shared Task on Open Machine Translation for Indigenous Languages of the AmericasManuel Mager, Arturo Oncevay, Abteen Ebrahimi, et al.2021 · 118 citations
  61. End-to-End Bias Mitigation by Modelling Biases in CorporaRabeeh Karimi Mahabadi, Yonatan Belinkov, James Henderson2020 · 107 citations
  62. LEDGAR: A Large-Scale Multi-label Corpus for Text Classification of Legal Provisions in ContractsDon Tuggener, Pius von Däniken, Thomas Peetz, et al.2020 · 107 citations
  63. Using Test Suites in Evaluation of Machine Translation SystemsMargaret King, Kirsten Falkedal1990 · 95 citations
  64. Using Sense-labeled Discourse Connectives for Statistical Machine TranslationThomas Meyer, Andrei Popescu-Belis2012 · 93 citations
  65. Validation of an Automatic Metric for the Accuracy of Pronoun Translation (APT)Lesly Miculicich Werlen, Andrei Popescu-Belis2017 · 86 citations
  66. BlonDe: An Automatic Evaluation Metric for Document-level Machine TranslationYuchen Jiang, Tianyu Liu, Shuming Ma, et al.2022 · 85 citations
  67. Error Span Annotation: A Balanced Approach for Human Evaluation of Machine TranslationTom Kocmi, Vilém Zouhar, Eleftherios Avramidis, et al.2024 · 83 citations
  68. UniMorph 4.0: Universal MorphologyKhuyagbaatar Batsuren, Omer Goldman, Salam Khalifa2022 · 82 citations
  69. Implicitation of Discourse Connectives in (Machine) TranslationThomas Meyer, Bonnie Webber2013 · 80 citations
  70. The Notion of Argument in Prepositional Phrase AttachmentPaola Merlo, Eva Esteve Ferrer2006 · 75 citations
  71. Findings of the WMT25 General Machine Translation Shared Task: Time to Stop Evaluating on Easy Test SetsTom Kocmi, Ekaterina Artemova, Eleftherios Avramidis, et al.2025 · 73 citations
  72. The SIGMORPHON 2022 Shared Task on Morpheme SegmentationKhuyagbaatar Batsuren, Gabor Bella, Aryaman Arora2022 · 71 citations
  73. Annotating the meaning of discourse connectives by looking at their translation: The translation-spotting techniqueBruno Cartoni, Sandrine Zufferey, Thomas Meyer2013 · 69 citations
  74. Machine Translation of Labeled Discourse ConnectivesThomas Meyer, Andrei Popescu-Belis, Najeh Hajlaoui, et al.2012 · 55 citations
  75. Multi-level Dialogue Act TagsAlexander Clark, Andrei Popescu-Belis2004 · 54 citations
  76. Speech act attenuation in the history of English: The case of apologiesAndreas H. Jucker2019 · 54 citations
  77. Lemmatisation as a Tagging TaskAndrea Gesmundo, Tanja Samardžić2012 · 47 citations
  78. Abstraction and Generalisation in Semantic Role Labels: PropBank, VerbNet or both?Paola Merlo, Lonneke van der Plas2009 · 45 citations
  79. Findings of the Second WMT Shared Task on Sign Language Translation (WMT-SLT23)Mathias Müller, Malihe Alikhani, Eleftherios Avramidis, et al.2023 · 39 citations
  80. Automatic Prediction of Discourse ConnectivesEric Malmi, Daniele Pighin, Sebastian Krause, et al.2018 · 38 citations
  81. No case for Case in locality: Case does not help interpretation when intervention blocks A-bar chainsNaama Friedmann, Luigi Rizzi, Adriana Belletti2017 · 37 citations
  82. Wino-X: Multilingual Winograd Schemas for Commonsense Reasoning and Coreference ResolutionDenis Emelin, Rico Sennrich2021 · 34 citations
  83. Combining Unsupervised and Supervised Methods for PP Attachment DisambiguationMartin Volk2002 · 34 citations
  84. Fine-Tuned Machine Translation Metrics Struggle in Unseen DomainsVilém Zouhar, Shuoyang Ding, Anna Currey, et al.2024 · 32 citations
  85. Factors Influencing the Implicitation of Discourse Relations across LanguagesJet Hoek, Sandrine Zufferey2015 · 30 citations
  86. ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation MetricsChantal Amrhein, Nikita Moghe, Liane Guillou2022 · 29 citations
  87. Context Matters: A Pragmatic Study of PLMs' Negation UnderstandingReto Gubelmann, Siegfried Handschuh2022 · 28 citations
  88. Machine Translation Meta Evaluation through Translation Accuracy Challenge SetsNikita Moghe, Arnisa Fazla, Chantal Amrhein, et al.2025 · 28 citations
  89. Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative RefinementAlireza Mohammadshahi, James Henderson2021 · 26 citations
  90. An Incremental Entity-Mention Model for Coreference Resolution with Restrictive Antecedent AccessibilityManfred Klenner, Don Tuggener2011 · 25 citations
  91. Annotating tense, mood and voice for English, French and GermanAnita Ramm, Sharid Loáiciga, Annemarie Friedrich, et al.2017 · 25 citations
  92. Machine Translation with Many Manually Labeled Discourse ConnectivesThomas Meyer, Lucie Poláková2013 · 24 citations
  93. Scaling Within Document Coreference to Long TextsRaghuveer Thirukovalluru, Nicholas Monath, Kumar Shridhar, et al.2021 · 24 citations
  94. Using Coreference Links to Improve Spanish-to-English Machine TranslationLesly Miculicich Werlen, Andrei Popescu-Belis2017 · 24 citations
  95. Graph-to-Graph Transformer for Transition-based Dependency ParsingAlireza Mohammadshahi, James Henderson2020 · 23 citations
  96. Coreference Resolution Evaluation for Higher Level ApplicationsDon Tuggener2014 · 23 citations
  97. Automatic MT Error Analysis: Hjerson Helping AddicterJan Berka, Ondřej Bojar, Mark Fishel, et al.2012 · 17 citations
  98. Using a unified taxonomy to annotate discourse markers in speech and writingLudivine Crible, Sandrine Zufferey2015 · 17 citations
  99. MASRI-HEADSET: A Maltese Corpus for Speech RecognitionCarlos Daniel Hernandez Mena, Albert Gatt, Andrea DeMarco, et al.2020 · 16 citations
  100. When Truth Matters - Addressing Pragmatic Categories in Natural Language Inference (NLI) by Large Language Models (LLMs)Reto Gubelmann, Aikaterini-lida Kalouli, Christina Niklaus, et al.2023 · 15 citations

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