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Works of Italy

187 · page 1 of 2 · the most cited first · ← Italy

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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. SentiWordNet 3.0: An Enhanced Lexical Resource for Sentiment Analysis and Opinion MiningStefano Baccianella, Andrea Esuli, Fabrizio Sebastiani2010 · 3,068 citations
  3. SENTIWORDNET: A Publicly Available Lexical Resource for Opinion MiningAndrea Esuli, Fabrizio Sebastiani2006 · 2,719 citations
  4. Knowledge GraphsAidan Hogan, Eva Blomqvist, Michael Cochez, et al.2020 · 2,011 citations
  5. The Penn Discourse TreeBank 2.0.Rashmi Prasad, Nikhil Dinesh, Alan Lee, et al.2008 · 1,793 citations
  6. Survey Article: Inter-Coder Agreement for Computational LinguisticsRon Artstein, Massimo Poesio2008 · 1,770 citations
  7. Don't count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectorsMarco Baroni, Georgiana Dinu, Germán Kruszewski2014 · 1,678 citations
  8. Multitask Prompted Training Enables Zero-Shot Task GeneralizationVictor Sanh, Albert Webson, Colin Raffel, et al.2021 · 1,577 citations
  9. WordNet Affect: an Affective Extension of WordNetCarlo Strapparava, Alessandro Valitutti2004 · 1,573 citations
  10. SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in TwitterValerio Basile, Cristina Bosco, Elisabetta Fersini, et al.2019 · 1,311 citations
  11. A SICK cure for the evaluation of compositional distributional semantic modelsMarco Marelli, Stefano Menini, Marco Baroni, et al.2014 · 1,085 citations
  12. SemEval-2016 Task 4: Sentiment Analysis in TwitterPreslav Nakov, Alan Ritter, Sara Rosenthal, et al.2016 · 1,081 citations
  13. CoNLL-2012 Shared Task: Modeling Multilingual Unrestricted Coreference in OntoNotesSameer Pradhan, Alessandro Moschitti, Nianwen Xue, et al.2012 · 1,064 citations
  14. Findings of the 2016 Conference on Machine TranslationOndřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2016 · 936 citations
  15. Distributional Memory: A General Framework for Corpus-Based SemanticsMarco Baroni, Alessandro Lenci2010 · 879 citations
  16. TAGME: On-the-fly Annotation of Short Text Fragments (by Wikipedia Entities)Paolo Ferragina, Ugo Scaiella2010 · 849 citations
  17. Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional NetworksChen Zhang, Qiuchi Li, Dawei Song2019 · 807 citations
  18. Espresso: Leveraging Generic Patterns for Automatically Harvesting Semantic RelationsPatrick Pantel, Marco Pennacchiotti2006 · 680 citations
  19. The JRC-Acquis: A Multilingual Aligned Parallel Corpus with 20+ LanguagesRalf Steinberger, Bruno Pouliquen, Anna Widiger, et al.2006 · 656 citations
  20. The CoNLL-2009 Shared Task: Syntactic and Semantic Dependencies in Multiple LanguagesJan Hajič, Massimiliano Ciaramita, Richard Johansson, et al.2009 · 631 citations
  21. CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Martin Popel, Milan Straka, et al.2017 · 604 citations
  22. SemEval-2014 Task 1: Evaluation of Compositional Distributional Semantic Models on Full Sentences through Semantic Relatedness and Textual EntailmentMarco Marelli, Luisa Bentivogli, Marco Baroni, et al.2014 · 520 citations
  23. The LAMBADA dataset: Word prediction requiring a broad discourse contextDenis Paperno, Germán Kruszewski, Angeliki Lazaridou, et al.2016 · 506 citations
  24. Word Sense Disambiguation: A Unified Evaluation Framework and Empirical ComparisonAlessandro Raganato, Jose Camacho-Collados, Roberto Navigli2017 · 483 citations
  25. HateBERT: Retraining BERT for Abusive Language Detection in EnglishTommaso Caselli, Valerio Basile, Jelena Mitrović, et al.2021 · 481 citations
  26. BootCaT: Bootstrapping Corpora and Terms from the WebMarco Baroni, Silvia Bernardini2004 · 467 citations
  27. Distributional Semantics in TechnicolorElia Bruni, Gemma Boleda, Marco Baroni, et al.2012 · 459 citations
  28. Neural versus Phrase-Based Machine Translation Quality: a Case StudyLuisa Bentivogli, Arianna Bisazza, Mauro Cettolo, et al.2016 · 436 citations
  29. Integrating Subject Field Codes into WordNetBernardo Magnini, Gabriela Cavaglià2000 · 429 citations
  30. How we BLESSed distributional semantic evaluationMarco Baroni, Alessandro Lenci2011 · 425 citations
  31. Fine-Grained Analysis of Propaganda in News ArticlesGiovanni Da San Martino, Seunghak Yu, Alberto Barrón-Cedeño, et al.2019 · 379 citations
  32. SemEval-2020 Task 11: Detection of Propaganda Techniques in News ArticlesGiovanni Da San Martino, Alberto Barrón-Cedeño, Henning Wachsmuth, et al.2020 · 371 citations
  33. Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic CoherenceFederico Bianchi, Silvia Terragni, Dirk Hovy2021 · 365 citations
  34. Combining Language and Vision with a Multimodal Skip-gram ModelAngeliki Lazaridou, Nghia The Pham, Marco Baroni2015 · 362 citations
  35. SensEmbed: Learning Sense Embeddings for Word and Relational SimilarityIgnacio Iacobacci, Mohammad Taher Pilehvar, Roberto Navigli2015 · 348 citations
  36. Neural Unsupervised Domain Adaptation in NLP–-A SurveyAlan Ramponi, Barbara Plank2020 · 334 citations
  37. SemEval-2007 Task 10: English Lexical Substitution TaskDiana McCarthy, Roberto Navigli2007 · 323 citations
  38. Entailment above the word level in distributional semanticsMarco Baroni, Raffaella Bernardi, Ngoc-Quynh Do, et al.2012 · 318 citations
  39. Overview of the Evalita 2018 Task on Automatic Misogyny Identification (AMI)Elisabetta Fersini, Debora Nozza, Paolo Rosso2018 · 314 citations
  40. Gender Bias in Machine TranslationBeatrice Savoldi, Marco Gaido, Luisa Bentivogli, et al.2021 · 310 citations
  41. Survey: Multiword Expression Processing: A SurveyMathieu Constant, Gülşen Eryiǧit, Johanna Monti, et al.2017 · 296 citations
  42. Broad-Coverage Sense Disambiguation and Information Extraction with a Supersense Sequence TaggerMassimiliano Ciaramita, Yasemin Altun2006 · 295 citations
  43. Challenges and Strategies in Cross-Cultural NLPDaniel Hershcovich, Stella Frank, Heather Lent, et al.2022 · 290 citations
  44. Detecting Sarcasm in Multimodal Social PlatformsRossano Schifanella, Paloma de Juan, Joel Tetreault, et al.2016 · 289 citations
  45. SemEval-2007 Task 14: Affective TextCarlo Strapparava, Rada Mihalcea2007 · 273 citations
  46. Hurtlex: A Multilingual Lexicon of Words to HurtElisa Bassignana, Valerio Basile, Viviana Patti2018 · 254 citations
  47. An Italian Twitter Corpus of Hate Speech against ImmigrantsManuela Sanguinetti, Fabio Poletto, Cristina Bosco, et al.2018 · 251 citations
  48. SIMPLE: A General Framework for the Development of Multilingual LexiconsNuria Bel, Federica Busa, Nicoletta Calzolari, et al.2000 · 250 citations
  49. Overview of the EVALITA 2018 Hate Speech Detection TaskCristina Bosco, Felice Dell'Orletta, Fabio Poletto, et al.2018 · 247 citations
  50. A distributional similarity approach to the detection of semantic change in the Google Books Ngram corpus.Kristina Gulordava, Marco Baroni2011 · 240 citations
  51. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
  52. SemEval-2022 Task 5: Multimedia Automatic Misogyny IdentificationElisabetta Fersini, Francesca Gasparini, Giulia Rizzi, et al.2022 · 234 citations
  53. The Importance of Modeling Social Factors of Language: Theory and PracticeDirk Hovy, Diyi Yang2021 · 234 citations
  54. Breaking Through the 80% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph InformationMichele Bevilacqua, Roberto Navigli2020 · 232 citations
  55. XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language ModelsPaul Rottger, Hannah Rose Kirk, Bertie Vidgen, et al.2023 · 227 citations
  56. SemEval-2007 Task 07: Coarse-Grained English All-Words TaskRoberto Navigli, Kenneth C. Litkowski, Orin Hargraves2007 · 226 citations
  57. Toward a Perspectivist Turn in Ground Truthing for Predictive ComputingValerio Basile, Federico Cabitza, Andrea Campagner, et al.2021 · 225 citations
  58. Lexical Markup Framework (LMF)Gil Francopoulo, Monte George, Nicoletta Calzolari, et al.2006 · 223 citations
  59. Two Contrasting Data Annotation Paradigms for Subjective NLP TasksPaul Röttger, Bertie Vidgen, Dirk Hovy, et al.2022 · 219 citations
  60. Meaningful Clustering of Senses Helps Boost Word Sense Disambiguation PerformanceRoberto Navigli2006 · 213 citations
  61. Towards an ISO Standard for Dialogue Act AnnotationHarry Bunt, Jan Alexandersson, Jean Carletta, et al.2010 · 210 citations
  62. READ–IT: Assessing Readability of Italian Texts with a View to Text SimplificationFelice Dell'Orletta, Simonetta Montemagni, Giulia Venturi2011 · 208 citations
  63. CONAN - COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate SpeechYi-Ling Chung, Elizaveta Kuzmenko, Serra Sinem Tekiroglu, et al.2019 · 205 citations
  64. Tree Kernels for Semantic Role LabelingAlessandro Moschitti, Daniele Pighin, Roberto Basili2008 · 202 citations
  65. Learning Word-Class Lattices for Definition and Hypernym ExtractionRoberto Navigli, Paola Velardi2010 · 201 citations
  66. Predictive Biases in Natural Language Processing Models: A Conceptual Framework and OverviewDeven Shah, H. Andrew Schwartz, Dirk Hovy2019 · 201 citations
  67. Anaphoric Annotation in the ARRAU CorpusMassimo Poesio, Ron Artstein2008 · 197 citations
  68. BART: A Modular Toolkit for Coreference ResolutionYannick Versley, Simone Paolo Ponzetto, Massimo Poesio, et al.2008 · 197 citations
  69. HONEST: Measuring Hurtful Sentence Completion in Language ModelsDebora Nozza, Federico Bianchi, Dirk Hovy2021 · 190 citations
  70. Estimating Linear Models for Compositional Distributional SemanticsFabio Massimo Zanzotto, Ioannis Korkontzelos, Francesca Fallucchi, et al.2010 · 187 citations
  71. We Need to Consider Disagreement in EvaluationValerio Basile, Michael Fell, Tommaso Fornaciari, et al.2021 · 185 citations
  72. Clustering and Diversifying Web Search Results with Graph-Based Word Sense InductionAntonio Di Marco, Roberto Navigli2013 · 184 citations
  73. Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLPRob van der Goot, Ahmet Üstün, Alan Ramponi, et al.2021 · 177 citations
  74. Multi-Domain Neural Machine Translation through Unsupervised AdaptationM. Amin Farajian, Marco Turchi, Matteo Negri, et al.2017 · 176 citations
  75. An Enhanced Lesk Word Sense Disambiguation Algorithm through a Distributional Semantic ModelPierpaolo Basile, Annalina Caputo, Giovanni Semeraro2014 · 174 citations
  76. Graph Connectivity Measures for Unsupervised Word Sense DisambiguationRoberto Navigli, Mirella Lapata2007 · 168 citations
  77. Sustainable Modular Debiasing of Language ModelsAnne Lauscher, Tobias Lueken, Goran Glavaš2021 · 165 citations
  78. I Feel Offended, Don't Be Abusive! Implicit/Explicit Messages in Offensive and Abusive LanguageTommaso Caselli, Valerio Basile, Jelena Mitrović, et al.2020 · 157 citations
  79. DGT-TM: A freely available Translation Memory in 22 languagesRalf Steinberger, Andreas Eisele, Szymon Klocek, et al.2012 · 156 citations
  80. 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
  81. Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language ModelsPaul Röttger, Valentin Hofmann, Valentina Pyatkin, et al.2024 · 134 citations
  82. Agreeing to Disagree: Annotating Offensive Language Datasets with Annotators' DisagreementElisa Leonardelli, Stefano Menini, Alessio Palmero Aprosio, et al.2021 · 132 citations
  83. Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow InstructionsFederico Bianchi, Mirac Suzgun, Giuseppe Attanasio, et al.2023 · 124 citations
  84. Edition 1.1 of the PARSEME Shared Task on Automatic Identification of Verbal Multiword ExpressionsCarlos Ramisch, Silvio Ricardo Cordeiro, Agata Savary, et al.2018 · 124 citations
  85. Machine Learning for Ancient Languages: A SurveyThea Sommerschield, Yannis Assael, John Pavlopoulos, et al.2023 · 123 citations
  86. LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal DomainJoel Niklaus, Veton Matoshi, Pooja Rani, et al.2023 · 122 citations
  87. Annotation of Discourse Relations for Conversational Spoken DialogsSara Tonelli, Giuseppe Riccardi, Rashmi Prasad, et al.2010 · 122 citations
  88. Encode, Tag, Realize: High-Precision Text EditingEric Malmi, Sebastian Krause, Sascha Rothe, et al.2019 · 118 citations
  89. An Incremental Parser for Abstract Meaning RepresentationMarco Damonte, Shay B. Cohen, Giorgio Satta2017 · 117 citations
  90. A Cross-Lingual ILP Solution to Zero Anaphora ResolutionRyu Iida, Massimo Poesio2011 · 110 citations
  91. Internal and external dynamics in language: Evidence from verb regularity in a historical corpus of EnglishChristine F. Cuskley, Martina Pugliese, Claudio Castellano, et al.2014 · 105 citations
  92. Findings of the WMT 2019 Shared Task on Automatic Post-EditingRajen Chatterjee, Christian Federmann, Matteo Negri, et al.2019 · 102 citations
  93. Gender in Danger? Evaluating Speech Translation Technology on the MuST-SHE CorpusLuisa Bentivogli, Beatrice Savoldi, Matteo Negri, et al.2020 · 100 citations
  94. Overview of the EVALITA 2018 Task on Irony Detection in Italian Tweets (IronITA)Alessandra Teresa Cignarella, Simona Frenda, Valerio Basile, et al.2018 · 95 citations
  95. Generationary or «How We Went beyond Word Sense Inventories and Learned to Gloss»Michele Bevilacqua, Marco Maru, Roberto Navigli2020 · 90 citations
  96. VerbAtlas: a Novel Large-Scale Verbal Semantic Resource and Its Application to Semantic Role LabelingAndrea Di Fabio, Simone Conia, Roberto Navigli2019 · 88 citations
  97. Automatic induction of FrameNet lexical unitsMarco Pennacchiotti, Diego De Cao, Roberto Basili, et al.2008 · 88 citations
  98. UniMorph 4.0: Universal MorphologyKhuyagbaatar Batsuren, Omer Goldman, Salam Khalifa2022 · 82 citations
  99. Anaphora Resolution with the ARRAU CorpusMassimo Poesio, Yulia Grishina, Varada Kolhatkar, et al.2018 · 81 citations
  100. Shallow Discourse Parsing with Conditional Random FieldsSucheta Ghosh, Richard Johansson, Giuseppe Riccardi, et al.2011 · 79 citations

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