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Works of Germany

550 · page 1 of 6 · the most cited first · ← Germany

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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. Neural Machine Translation by Jointly Learning to Align and TranslateDzmitry Bahdanau, Kyunghyun Cho, Yoshua Bengio2014 · 18,908 citations
  3. Text Categorization with Support Vector Machines: Learning with Many Relevant FeaturesThorsten Joachims1998 · 8,304 citations
  4. On the Properties of Neural Machine Translation: Encoder-Decoder ApproachesKyunghyun Cho, Bart van Merrienboer, Dzmitry Bahdanau, et al.2014 · 7,734 citations
  5. ChatGPT for Good? On Opportunities and Challenges of Large Language Models for EducationEnkelejda Kasneci, Kathrin Seßler, Stefan Küchemann, et al.2023 · 7,429 citations
  6. Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image AnnotationsRanjay Krishna, Yuke Zhu, Oliver Groth, et al.2016 · 5,747 citations
  7. A Call for Clarity in Reporting BLEU ScoresMatt Post2018 · 4,130 citations
  8. Lexicon-Based Methods for Sentiment AnalysisMaite Taboada, Julian Brooke, Milan Tofiloski, et al.2011 · 3,556 citations
  9. Continual Lifelong Learning with Neural Networks: A ReviewGerman I. Parisi, Ronald Kemker, Jose L. Part, et al.2018 · 3,210 citations
  10. Exploring the Space of Topic Coherence MeasuresMichael Röder, Andreas Both, Alexander Hinneburg2015 · 2,368 citations
  11. chrF: character n-gram F-score for automatic MT evaluationMaja Popović2015 · 2,105 citations
  12. Knowledge GraphsAidan Hogan, Eva Blomqvist, Michael Cochez, et al.2020 · 2,011 citations
  13. A Survey on Hate Speech Detection using Natural Language ProcessingAnna Schmidt, Michael Wiegand2017 · 1,799 citations
  14. Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language InferenceTimo Schick, Hinrich Schütze2021 · 1,796 citations
  15. Attention-Based Models for Speech RecognitionJan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, et al.2015 · 1,776 citations
  16. TnT – A Statistical Part-of-Speech TaggerThorsten Brants2000 · 1,756 citations
  17. Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual GroundingAkira Fukui, Dong Huk Park, Daylen Yang, et al.2016 · 1,642 citations
  18. How Can We Know What Language Models Know?Zhengbao Jiang, Frank F. Xu, Jun Araki, et al.2020 · 1,493 citations
  19. Improved Statistical Alignment ModelsFranz Josef Och, Hermann Ney2000 · 1,467 citations
  20. ELAN: a Professional Framework for Multimodality ResearchPeter Wittenburg, Hennie Brugman, Albert Russel, et al.2006 · 1,427 citations
  21. Fast Graph Representation Learning with PyTorch GeometricMatthias Fey, Jan Eric Lenssen2019 · 1,413 citations
  22. Climbing towards NLU: On Meaning, Form, and Understanding in the Age of DataEmily M. Bender, Alexander Koller2020 · 1,371 citations
  23. Making Monolingual Sentence Embeddings Multilingual using Knowledge DistillationNils Reimers, Iryna Gurevych2020 · 1,320 citations
  24. It's Not Just Size That Matters: Small Language Models Are Also Few-Shot LearnersTimo Schick, Hinrich Schütze2021 · 1,118 citations
  25. ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence PairsWenpeng Yin, Hinrich Schütze, Bing Xiang, et al.2016 · 1,048 citations
  26. AdapterFusion: Non-Destructive Task Composition for Transfer LearningJonas Pfeiffer, Aishwarya Kamath, Andreas Rücklé, et al.2020 · 948 citations
  27. Findings of the 2016 Conference on Machine TranslationOndřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2016 · 936 citations
  28. Visual7W: Grounded Question Answering in ImagesYuke Zhu, Oliver Groth, Michael Bernstein, et al.2015 · 915 citations
  29. Findings of the 2019 Conference on Machine Translation (WMT19)Loïc Barrault, Ondřej Bojar, Marta R. Costa-jussà, et al.2019 · 839 citations
  30. MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual TransferJonas Pfeiffer, Ivan Vulić, Iryna Gurevych, et al.2020 · 831 citations
  31. MoverScore: Text Generation Evaluating with Contextualized Embeddings and Earth Mover DistanceWei Zhao, Maxime Peyrard, Fei Liu, et al.2019 · 822 citations
  32. U-Net: Convolutional Networks for Biomedical Image SegmentationOlaf Ronneberger, Philipp Fischer, Thomas Brox2015 · 813 citations
  33. A Stylometric Inquiry into Hyperpartisan and Fake NewsMartin Potthast, Johannes Kiesel, Kevin Reinartz, et al.2018 · 808 citations
  34. Reproducible scaling laws for contrastive language-image learningMehdi Cherti, Romain Beaumont, Ross Wightman, et al.2022 · 750 citations
  35. chrF++: words helping character n-gramsMaja Popović2017 · 749 citations
  36. Findings of the 2018 Conference on Machine Translation (WMT18)Ondřej Bojar, Christian Federmann, Mark Fishel, et al.2018 · 747 citations
  37. AdapterHub: A Framework for Adapting TransformersJonas Pfeiffer, Andreas Rücklé, Clifton Poth, et al.2020 · 747 citations
  38. Findings of the 2017 Conference on Machine Translation (WMT17)Ondřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2017 · 685 citations
  39. Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple SentencesDaniel Khashabi, Snigdha Chaturvedi, Michael Roth, et al.2018 · 669 citations
  40. Automatic Identification of Word Translations from Unrelated English and German CorporaReinhard Rapp1999 · 659 citations
  41. Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence TaggingNils Reimers, Iryna Gurevych2017 · 648 citations
  42. The CoNLL-2009 Shared Task: Syntactic and Semantic Dependencies in Multiple LanguagesJan Hajič, Massimiliano Ciaramita, Richard Johansson, et al.2009 · 631 citations
  43. Object Hallucination in Image CaptioningAnna Rohrbach, Lisa Anne Hendricks, Kaylee Burns, et al.2018 · 617 citations
  44. Parsing Argumentation Structures in Persuasive EssaysChristian Stab, Iryna Gurevych2017 · 613 citations
  45. CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Martin Popel, Milan Straka, et al.2017 · 604 citations
  46. A simple neural network module for relational reasoningAdam Santoro, David Raposo, David G. T. Barrett, et al.2017 · 590 citations
  47. Top Accuracy and Fast Dependency Parsing is not a ContradictionBernd Bohnet2010 · 583 citations
  48. MetaMath: Bootstrap Your Own Mathematical Questions for Large Language ModelsLonghui Yu, Weisen Jiang, Han Shi, et al.2023 · 556 citations
  49. Extracting Opinion Targets in a Single and Cross-Domain Setting with Conditional Random FieldsNiklas Jakob, Iryna Gurevych2010 · 545 citations
  50. Building Large Monolingual Dictionaries at the Leipzig Corpora Collection: From 100 to 200 LanguagesDirk Goldhahn, Thomas Eckart, Uwe Quasthoff2012 · 533 citations
  51. LAION-400M: Open Dataset of CLIP-Filtered 400 Million Image-Text PairsChristoph Schuhmann, Richard Vencu, Romain Beaumont, et al.2021 · 528 citations
  52. Unsupervised Multilingual Sentence Boundary DetectionTibor Kiss, Jan Strunk2006 · 523 citations
  53. Using Semantic Roles to Improve Question AnsweringDan Shen, Mirella Lapata2007 · 522 citations
  54. Breaking NLI Systems with Sentences that Require Simple Lexical InferencesMax Glockner, Vered Shwartz, Yoav Goldberg2018 · 517 citations
  55. Identifying Argumentative Discourse Structures in Persuasive EssaysChristian Stab, Iryna Gurevych2014 · 517 citations
  56. Inducing Crosslingual Distributed Representations of WordsAlexandre Klementiev, Ivan Titov, Binod Bhattarai2012 · 501 citations
  57. HateBERT: Retraining BERT for Abusive Language Detection in EnglishTommaso Caselli, Valerio Basile, Jelena Mitrović, et al.2021 · 481 citations
  58. XCOPA: A Multilingual Dataset for Causal Commonsense ReasoningEdoardo Maria Ponti, Goran Glavaš, Olga Majewska, et al.2020 · 465 citations
  59. Large language models are few-shot clinical information extractorsMonica Agrawal, Stefan Hegselmann, Hunter Lang, et al.2022 · 448 citations
  60. Quality at a Glance: An Audit of Web-Crawled Multilingual DatasetsJulia Kreutzer, Isaac Caswell, Lisa Wang, et al.2021 · 447 citations
  61. Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language InferenceTobias Falke, Leonardo F. R. Ribeiro, Prasetya Ajie Utama, et al.2019 · 444 citations
  62. How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language ModelsPhillip Rust, Jonas Pfeiffer, Ivan Vulić, et al.2021 · 444 citations
  63. Findings of the 2013 Workshop on Statistical Machine TranslationOndřej Bojar, Christian Buck, Chris Callison-Burch, et al.2013 · 441 citations
  64. Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine TranslationMatt Post, David Vilar2018 · 437 citations
  65. PATTY: A Taxonomy of Relational Patterns with Semantic TypesNdapandula Nakashole, Gerhard Weikum, Fabian Suchanek2012 · 432 citations
  66. Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot FlyNora Kassner, Hinrich Schütze2020 · 431 citations
  67. MasakhaNER: Named Entity Recognition for African LanguagesDavid Ifeoluwa Adelani, Jade Abbott, Graham Neubig, et al.2021 · 429 citations
  68. Text-Translation AlignmentMartin Kay, Martin Roscheisen1993 · 423 citations
  69. The INCEpTION Platform: Machine-Assisted and Knowledge-Oriented Interactive AnnotationJan-Christoph Klie, Michael Bugert, Beto Boullosa, et al.2018 · 422 citations
  70. 75 Languages, 1 Model: Parsing Universal Dependencies UniversallyDan Kondratyuk, Milan Straka2019 · 415 citations
  71. An Annotation Scheme for Free Word Order LanguagesWojciech Skut, Brigitte Krenn, Thorsten Brants, et al.1997 · 408 citations
  72. Annotating Argument Components and Relations in Persuasive EssaysChristian Stab, Iryna Gurevych2014 · 403 citations
  73. Findings of the 2020 Conference on Machine Translation (WMT20)Loïc Barrault, Magdalena Biesialska, Ondřej Bojar, et al.2020 · 401 citations
  74. Depression and Self-Harm Risk Assessment in Online ForumsAndrew Yates, Arman Cohan, Nazli Goharian2017 · 401 citations
  75. A Survey on Recent Approaches for Natural Language Processing in Low-Resource ScenariosMichael A. Hedderich, Lukas Lange, Heike Adel, et al.2021 · 399 citations
  76. Toward Multilingual Neural Machine Translation with Universal Encoder and DecoderThanh-Le Ha, Jan Niehues, Alex Waibel2016 · 398 citations
  77. The Parallel Grammar ProjectMiriam Butt, Helge Dyvik, Tracy Holloway King, et al.2002 · 392 citations
  78. DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep LearningKashyap Popat, Subhabrata Mukherjee, Andrew Yates, et al.2018 · 388 citations
  79. SemEval-2020 Task 11: Detection of Propaganda Techniques in News ArticlesGiovanni Da San Martino, Alberto Barrón-Cedeño, Henning Wachsmuth, et al.2020 · 371 citations
  80. The CoNLL-2010 Shared Task: Learning to Detect Hedges and their Scope in Natural Language TextRichárd Farkas, Veronika Vincze, György Móra, et al.2010 · 370 citations
  81. An Evaluation Tool for Machine Translation: Fast Evaluation for MT ResearchSonja Nießen, Franz Josef Och, Gregor Leusch, et al.2000 · 366 citations
  82. A Transition-Based System for Joint Part-of-Speech Tagging and Labeled Non-Projective Dependency ParsingBernd Bohnet, Joakim Nivre2012 · 364 citations
  83. The “Problem” of Human Label Variation: On Ground Truth in Data, Modeling and EvaluationBarbara Plank2022 · 364 citations
  84. Datasets: A Community Library for Natural Language ProcessingQuentin Lhoest, Albert Villanova del Moral, Yacine Jernite, et al.2021 · 358 citations
  85. Exploring Neural Text Simplification ModelsSergiu Nisioi, Sanja Štajner, Simone Paolo Ponzetto, et al.2017 · 353 citations
  86. SemEval-2020 Task 1: Unsupervised Lexical Semantic Change DetectionDominik Schlechtweg, Barbara McGillivray, Simon Hengchen, et al.2020 · 351 citations
  87. RobBERT: a Dutch RoBERTa-based Language ModelPieter Delobelle, Thomas Winters, Bettina Berendt2020 · 346 citations
  88. Exploiting Semantic Role Labeling, WordNet and Wikipedia for Coreference ResolutionSimone Paolo Ponzetto, Michael Strube2006 · 346 citations
  89. SemEval-2019 Task 4: Hyperpartisan News DetectionJohannes Kiesel, Maria Mestre, Rishabh Shukla, et al.2019 · 335 citations
  90. Participatory Research for Low-resourced Machine Translation: A Case Study in African LanguagesWilhelmina Nekoto, Vukosi Marivate, Tshinondiwa Matsila, et al.2020 · 333 citations
  91. Do Supervised Distributional Methods Really Learn Lexical Inference Relations?Omer Levy, Steffen Remus, Chris Biemann, et al.2015 · 325 citations
  92. MultiUN: A Multilingual Corpus from United Nation DocumentsAndreas Eisele, Yu Chen2010 · 323 citations
  93. "Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language ModelsXinyue Shen, Zeyuan Chen, Michael Backes, et al.2023 · 320 citations
  94. Probing Pretrained Language Models for Lexical SemanticsIvan Vulić, Edoardo Maria Ponti, Robert Litschko, et al.2020 · 320 citations
  95. CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Jan Hajič, Martin Popel, et al.2018 · 316 citations
  96. Statistical Approaches to Computer-Assisted TranslationSergio Barrachina, Oliver Bender, Francisco Casacuberta, et al.2008 · 313 citations
  97. On Improving the Accuracy of Readability Classification using Insights from Second Language AcquisitionSowmya Vajjala, Detmar Meurers2012 · 311 citations
  98. Computational Argumentation Quality Assessment in Natural LanguageHenning Wachsmuth, Nona Naderi, Yufang Hou, et al.2017 · 306 citations
  99. Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTMIvan Habernal, Iryna Gurevych2016 · 302 citations
  100. A Comparison of Alignment Models for Statistical Machine TranslationFranz Josef Och, Hermann Ney2000 · 300 citations

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