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Works of Randstad

162 · page 1 of 2 · the most cited first · ← Randstad

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  1. SciPy 1.0 — Fundamental Algorithms for Scientific Computing in PythonarXiv:1907.10121 (Nature Methods 17, 261 (2020))Pauli Virtanen, Ralf Gommers, Travis E. Oliphant, et al.2019 · 38,317 citations
  2. Auto-Encoding Variational BayesarXiv:1312.6114Diederik P Kingma, Max Welling2013 · 15,018 citations
  3. Semi-Supervised Classification with Graph Convolutional NetworksarXiv:1609.02907Thomas N. Kipf, Max Welling2016 · 8,826 citations
  4. Multitask Prompted Training Enables Zero-Shot Task GeneralizationarXiv:2110.08207Victor Sanh, Albert Webson, Colin Raffel, et al.2021 · 1,581 citations
  5. Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be PrunedAnnual Meeting of the Association for Computational Linguistics (ACL)Elena Voita, David Talbot, Fedor Moiseev, et al.2019 · 1,520 citations
  6. Encoding Sentences with Graph Convolutional Networks for Semantic Role LabelingConference on Empirical Methods in Natural Language Processing (EMNLP)Diego Marcheggiani, Ivan Titov2017 · 1,104 citations
  7. Quantifying Attention Flow in TransformersAnnual Meeting of the Association for Computational Linguistics (ACL)Samira Abnar, Willem Zuidema2020 · 1,051 citations
  8. Findings of the 2016 Conference on Machine TranslationConference on Machine Translation: Shared Task PapersOndřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2016 · 938 citations
  9. Findings of the 2019 Conference on Machine Translation (WMT19)Conference on Machine Translation (WMT)Loïc Barrault, Ondřej Bojar, Marta R. Costa-jussà, et al.2019 · 841 citations
  10. Findings of the 2018 Conference on Machine Translation (WMT18)Conference on Machine Translation: Shared Task PapersOndřej Bojar, Christian Federmann, Mark Fishel, et al.2018 · 750 citations
  11. The stages of event extractionProceedings of the Workshop on Annotating and Reasoning about Time and EventsDavid Ahn2006 · 704 citations
  12. Findings of the 2017 Conference on Machine Translation (WMT17)Conference on Machine Translation (WMT)Ondřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2017 · 689 citations
  13. KILT: a Benchmark for Knowledge Intensive Language TasksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Fabio Petroni, Aleksandra Piktus, Angela Fan, et al.2020 · 665 citations
  14. Results of the WNUT2017 Shared Task on Novel and Emerging Entity RecognitionWorkshop on Noisy User-generated TextLeon Derczynski, Eric Nichols, Marieke van Erp, et al.2017 · 536 citations
  15. The LAMBADA dataset: Word prediction requiring a broad discourse contextAnnual Meeting of the Association for Computational Linguistics (ACL)Denis Paperno, Germán Kruszewski, Angeliki Lazaridou, et al.2016 · 511 citations
  16. Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking AgentsConference on Empirical Methods in Natural Language Processing (EMNLP)Weiwei Sun, Lingyong Yan, Xinyu Ma, et al.2023 · 494 citations
  17. Improving Massively Multilingual Neural Machine Translation and Zero-Shot TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Biao Zhang, Philip Williams, Ivan Titov, et al.2020 · 474 citations
  18. Findings of the 2015 Workshop on Statistical Machine TranslationConference on Machine Translation (WMT)Ondřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2015 · 462 citations
  19. Context-Aware Neural Machine Translation Learns Anaphora ResolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Elena Voita, Pavel Serdyukov, Rico Sennrich, et al.2018 · 448 citations
  20. Findings of the 2013 Workshop on Statistical Machine TranslationConference on Machine Translation (WMT)Ondřej Bojar, Christian Buck, Chris Callison-Burch, et al.2013 · 443 citations
  21. Neural versus Phrase-Based Machine Translation Quality: a Case StudyConference on Empirical Methods in Natural Language Processing (EMNLP)Luisa Bentivogli, Arianna Bisazza, Mauro Cettolo, et al.2016 · 437 citations
  22. Data Augmentation for Low-Resource Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Marzieh Fadaee, Arianna Bisazza, Christof Monz2017 · 423 citations
  23. Findings of the 2020 Conference on Machine Translation (WMT20)Conference on Machine Translation (WMT)Loïc Barrault, Magdalena Biesialska, Ondřej Bojar, et al.2020 · 401 citations
  24. Long Range Arena: A Benchmark for Efficient TransformersarXiv:2011.04006Yi Tay, Mostafa Dehghani, Samira Abnar, et al.2020 · 399 citations
  25. BPE-Dropout: Simple and Effective Subword RegularizationAnnual Meeting of the Association for Computational Linguistics (ACL)Ivan Provilkov, Dmitrii Emelianenko, Elena Voita2020 · 389 citations
  26. Truth Is a Lie: Crowd Truth and the Seven Myths of Human AnnotationAI MagazineLora M. Aroyo, Chris Welty2015 · 385 citations
  27. A Shared Task on Multimodal Machine Translation and Crosslingual Image DescriptionConference on Machine Translation: Shared Task PapersLucia Specia, Stella Frank, Khalil Sima'an, et al.2016 · 353 citations
  28. Information-Theoretic Probing with Minimum Description LengthConference on Empirical Methods in Natural Language Processing (EMNLP)Elena Voita, Ivan Titov2020 · 340 citations
  29. When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical CohesionAnnual Meeting of the Association for Computational Linguistics (ACL)Elena Voita, Rico Sennrich, Ivan Titov2019 · 321 citations
  30. Computational Sociolinguistics: A SurveyComputational LinguisticsDong Nguyen, A. Seza Doğruöz, Carolyn P. Rosé, et al.2016 · 287 citations
  31. Using a sledgehammer to crack a nut? Lexical diversity and event coreference resolutionLanguage Resources and Evaluation Conference (LREC)Agata Cybulska, Piek Vossen2014 · 246 citations
  32. Analysing Lexical Semantic Change with Contextualised Word RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL)Mario Giulianelli, Marco Del Tredici, Raquel Fernández2020 · 239 citations
  33. Humanity's Last ExamNatureLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
  34. ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot LearningarXiv:2304.06588Petter Tornberg2023 · 231 citations
  35. Open-Domain Question Answering Goes Conversational via Question RewritingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Raviteja Anantha, Svitlana Vakulenko, Zhucheng Tu, et al.2021 · 228 citations
  36. Findings of the Third Shared Task on Multimodal Machine TranslationConference on Machine Translation: Shared Task PapersLoïc Barrault, Fethi Bougares, Lucia Specia, et al.2018 · 227 citations
  37. The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling ObjectivesConference on Empirical Methods in Natural Language Processing (EMNLP)Elena Voita, Rico Sennrich, Ivan Titov2019 · 223 citations
  38. Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language ProcessingComputational LinguisticsEdoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, et al.2019 · 217 citations
  39. Results of the WMT17 Metrics Shared TaskConference on Machine Translation (WMT)Ondřej Bojar, Yvette Graham, Amir Kamran2017 · 212 citations
  40. Semantic-Head-Driven GenerationComputational LinguisticsStuart M. Shieber, Gertjan van Noord, Fernando C. N. Pereira, et al.1990 · 205 citations
  41. HateCheck: Functional Tests for Hate Speech Detection ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Paul Röttger, Bertie Vidgen, Dong Nguyen, et al.2021 · 203 citations
  42. The emergence of number and syntax units in LSTM language modelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yair Lakretz, German Kruszewski, Theo Desbordes, et al.2019 · 194 citations
  43. Graph Convolutional Encoders for Syntax-aware Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Jasmijn Bastings, Ivan Titov, Wilker Aziz, et al.2017 · 192 citations
  44. Disfluencies as intra-utterance dialogue movesSemantics and PragmaticsJonathan Ginzburg, Raquel Fernández, David Schlangen2014 · 191 citations
  45. Results of the WMT16 Metrics Shared TaskConference on Machine Translation: Shared Task PapersOndřej Bojar, Yvette Graham, Amir Kamran, et al.2016 · 177 citations
  46. Findings of the WMT24 General Machine Translation Shared Task: The LLM Era Is Here but MT Is Not Solved YetConference on Machine Translation (WMT)Tom Kocmi, Eleftherios Avramidis, Rachel Bawden, et al.2024 · 177 citations
  47. Unsupervised Opinion Summarization as Copycat-Review GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Arthur Bražinskas, Mirella Lapata, Ivan Titov2020 · 173 citations
  48. PromptSource: An Integrated Development Environment and Repository for Natural Language PromptsarXiv:2202.01279Stephen H. Bach, Victor Sanh, Zheng-Xin Yong, et al.2022 · 167 citations
  49. A Report on the 2018 VUA Metaphor Detection Shared TaskWorkshop on Figurative Language ProcessingChee Wee (Ben) Leong, Beata Beigman Klebanov, Ekaterina Shutova2018 · 167 citations
  50. Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine TranslationInternational Conference on Computational Linguistics (COLING)Bryan Eikema, Wilker Aziz2020 · 165 citations
  51. Context-Aware Monolingual Repair for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Elena Voita, Rico Sennrich, Ivan Titov2019 · 161 citations
  52. Introducing CAD: the Contextual Abuse DatasetConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Bertie Vidgen, Dong Nguyen, Helen Margetts, et al.2021 · 147 citations
  53. UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question AnsweringFindings of the Association for Computational LinguisticsBarlas Oguz, Xilun Chen, Vladimir Karpukhin, et al.2022 · 146 citations
  54. Question Answering by Reasoning Across Documents with Graph Convolutional NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Nicola De Cao, Wilker Aziz, Ivan Titov2019 · 136 citations
  55. You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual SettingsBigScience Episode – Workshop on Challenges & Perspectives in Creating Large Language ModelsZeerak Talat, Aurélie Névéol, Stella Biderman, et al.2022 · 130 citations
  56. Interpretable Neural Predictions with Differentiable Binary VariablesAnnual Meeting of the Association for Computational Linguistics (ACL)Jasmijn Bastings, Wilker Aziz, Ivan Titov2019 · 127 citations
  57. A Large-Scale Test Set for the Evaluation of Context-Aware Pronoun Translation in Neural Machine TranslationConference on Machine Translation: Research PapersMathias Müller, Annette Rios, Elena Voita, et al.2018 · 123 citations
  58. CILI: the Collaborative Interlingual IndexFrancis Bond, Piek Vossen, John P. McCrae, et al.2016 · 109 citations
  59. Can Transformer be Too Compositional? Analysing Idiom Processing in Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Verna Dankers, Christopher Lucas, Ivan Titov2022 · 105 citations
  60. MRP 2020: The Second Shared Task on Cross-Framework and Cross-Lingual Meaning Representation ParsingConference on Computational Natural Language Learning (CoNLL)Stephan Oepen, Omri Abend, Lasha Abzianidze, et al.2020 · 101 citations
  61. Inseq: An Interpretability Toolkit for Sequence Generation ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Gabriele Sarti, Nils Feldhus, Ludwig Sickert, et al.2023 · 96 citations
  62. Dynamic Data Selection for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP)Marlies van der Wees, Arianna Bisazza, Christof Monz2017 · 96 citations
  63. A Rule Based Approach to Discourse ParsingAnnual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL)Livia Polanyi, Chris Culy, Martin van den Berg, et al.2004 · 94 citations
  64. Cross-Lingual Consistency of Factual Knowledge in Multilingual Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Jirui Qi, Raquel Fernández, Arianna Bisazza2023 · 90 citations
  65. A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role LabelingDiego Marcheggiani, Anton Frolov, Ivan Titov2017 · 87 citations
  66. MasakhaNEWS: News Topic Classification for African languagesInternational Joint Conference on Natural Language Processing (IJCNLP)David Ifeoluwa Adelani, Marek Masiak, Israel Abebe Azime, et al.2023 · 81 citations
  67. Translating Granularity of Event Slots into Features for Event Coreference Resolution.Workshop on EVENTS: Definition, Detection, Coreference, and RepresentationAgata Cybulska, Piek Vossen2015 · 75 citations
  68. Findings of the WMT25 General Machine Translation Shared Task: Time to Stop Evaluating on Easy Test SetsConference on Machine Translation (WMT)Tom Kocmi, Ekaterina Artemova, Eleftherios Avramidis, et al.2025 · 73 citations
  69. Annotating the meaning of discourse connectives by looking at their translation: The translation-spotting techniqueDialogue & DiscourseBruno Cartoni, Sandrine Zufferey, Thomas Meyer2013 · 69 citations
  70. Integrated Morphological and Syntactic Disambiguation for Modern HebrewReut Tsarfaty2006 · 67 citations
  71. The Pragmatics behind Politics: Modelling Metaphor, Framing and Emotion in Political DiscourseFindings of the Association for Computational LinguisticsPere-Lluís Huguet Cabot, Verna Dankers, David Abadi, et al.2020 · 64 citations
  72. Learning a POS tagger for AAVE-like languageAnna Jørgensen, Dirk Hovy, Anders Søgaard2016 · 59 citations
  73. Semeval-2022 Task 1: CODWOE – Comparing Dictionaries and Word EmbeddingsInternational Workshop on Semantic Evaluation (SemEval)Timothee Mickus, Kees Van Deemter, Mathieu Constant, et al.2022 · 59 citations
  74. Annotating Discourse Relations in Spoken Language: A Comparison of the PDTB and CCR FrameworksLanguage Resources and Evaluation Conference (LREC)Ines Rehbein, Merel Scholman, Vera Demberg2016 · 59 citations
  75. The PhotoBook Dataset: Building Common Ground through Visually-Grounded DialogueAnnual Meeting of the Association for Computational Linguistics (ACL)Janosch Haber, Tim Baumgärtner, Ece Takmaz, et al.2019 · 52 citations
  76. Weisfeiler-Leman in the Bamboo: Novel AMR Graph Metrics and a Benchmark for AMR Graph SimilarityJuri Opitz, Angel Daza, Anette Frank2021 · 47 citations
  77. Metaphor Understanding Challenge Dataset for LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaoyu Tong, Rochelle Choenni, Martha Lewis, et al.2024 · 47 citations
  78. Choosing an Optimal Architecture for Segmentation and POS-Tagging of Modern HebrewRoy Bar-Haim, Khalil Sima'an, Yoad Winter2005 · 46 citations
  79. Epistemic Modality and Knowledge Attribution in Scientific Discourse: A Taxonomy of Types and Overview of FeaturesProceedings of the Workshop on Detecting Structure in Scholarly DiscourseAnita de Waard, Henk Pander Maat2012 · 46 citations
  80. Interpretable Word Sense Representations via Definition Generation: The Case of Semantic Change AnalysisMario Giulianelli, Iris Luden, Raquel Fernandez, et al.2023 · 40 citations
  81. Discourse particles in early English: Clause structure, pragmatics and discourse managementAns van Kemenade, Meta Links2020 · 37 citations
  82. Smoothing a Lexicon-based POS Tagger for Arabic and HebrewSaib Manour, Khalil Sima'an, Yoad Winter2007 · 34 citations
  83. Semantic Relations between Events and their Time, Locations and Participants for Event Coreference ResolutionRecent Advances in Natural Language Processing (RANLP)Agata Cybulska, Piek Vossen2013 · 33 citations
  84. Pragmatic Factors in Image Description: The Case of NegationsProceedings of the 5th Workshop on Vision and LanguageEmiel van Miltenburg, Roser Morante, Desmond Elliott2016 · 32 citations
  85. A Quantitative Model of Word Order and Movement in English, Dutch and German Complement ConstructionsKarin Harbusch, Gerard Kempen2002 · 30 citations
  86. Factors Influencing the Implicitation of Discourse Relations across LanguagesJoint ACL-ISO Workshop on Interoperable Semantic AnnotationJet Hoek, Sandrine Zufferey2015 · 30 citations
  87. Reciprocal expressions and the Maximal Typicality HypothesisEva B. Poortman, Marijn E. Struiksma, Nir Kerem, et al.2018 · 30 citations
  88. Multimodal Semantic Learning from Child-Directed InputConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Angeliki Lazaridou, Grzegorz Chrupała, Raquel Fernández, et al.2016 · 29 citations
  89. Categories of coherence relations in discourse annotationMerel C.J. Scholman, Jacqueline Evers-Vermeul, Ted J.M. Sanders2016 · 29 citations
  90. Sound Changes in the (Pre-)Masoretic Reading Tradition and the Original Pronunciation of Biblical AramaicBenjamin D. Suchard2019 · 28 citations
  91. Becoming Linguistically Mature: Modeling English and German Children's Writing Development Across School GradesElma Kerz, Yu Qiao, Daniel Wiechmann, et al.2020 · 27 citations
  92. The Role of Expectedness in the Implicitation and Explicitation of Discourse RelationsWorkshop on Discourse in Machine TranslationJet Hoek, Jacqueline Evers-Vermeul, Ted J.M. Sanders2015 · 25 citations
  93. Word-Based or Morpheme-Based? Annotation Strategies for Modern Hebrew CliticsReut Tsarfaty, Yoav Goldberg2008 · 23 citations
  94. Understanding focus: Pitch, placement and coherenceSemantics and PragmaticsJulian J Schlöder, Alex Lascarides2020 · 22 citations
  95. Is Stance Detection Topic-Independent and Cross-topic Generalizable? - A Reproduction StudyWorkshop on Argument MiningMyrthe Reuver, Suzan Verberne, Roser Morante, et al.2021 · 21 citations
  96. Modeling Morphosyntactic Agreement in Constituency-Based Parsing of Modern HebrewReut Tsarfaty, Khalil Sima'an2010 · 21 citations
  97. The Denoised Web Treebank: Evaluating Dependency Parsing under Noisy Input ConditionsJoachim Daiber, Rob van der Goot2016 · 19 citations
  98. Neural Language Models for Nineteenth-Century EnglishJournal of Open Humanities DataKasra Hosseini, Kaspar Beelen, Giovanni Colavizza, et al.2021 · 19 citations
  99. Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task DesignTransactions of the Association for Computational Linguistics (TACL)Valentina Pyatkin, Frances Yung, Merel C. J. Scholman, et al.2023 · 19 citations
  100. Idioms in the Rosetta Machine Translation SystemAndre Schenk1986 · 14 citations

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