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Works of International Committee on Computational Linguistics (ICCL)

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  1. Determining the Sentiment of OpinionsSoo-Min Kim, Eduard Hovy2004 · 1,677 citations
  2. The Stanford Typed Dependencies RepresentationMarie-Catherine de Marneffe, Christopher D. Manning2008 · 1,144 citations
  3. Robust Sentiment Detection on Twitter from Biased and Noisy DataLuciano Barbosa, Junlan Feng2010 · 952 citations
  4. Enhanced Sentiment Learning Using Twitter Hashtags and SmileysDmitry Davidov, Oren Tsur, Ari Rappoport2010 · 776 citations
  5. Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning StepsXanh Ho, Anh-Khoa Duong Nguyen, Saku Sugawara, et al.2020 · 735 citations
  6. Introduction to the Bio-entity Recognition Task at JNLPBANigel Collier, Tomoko Ohta, Yoshimasa Tsuruoka, et al.2004 · 731 citations
  7. The CoNLL 2008 Shared Task on Joint Parsing of Syntactic and Semantic DependenciesMihai Surdeanu, Richard Johansson, Adam Meyers, et al.2008 · 728 citations
  8. Effective LSTMs for Target-Dependent Sentiment ClassificationDuyu Tang, Bing Qin, Xiaocheng Feng, et al.2016 · 693 citations
  9. Opinosis: A Graph Based Approach to Abstractive Summarization of Highly Redundant OpinionsKavita Ganesan, ChengXiang Zhai, Jiawei Han2010 · 608 citations
  10. Biomedical Named Entity Recognition using Conditional Random Fields and Rich Feature SetsBurr Settles2004 · 600 citations
  11. Chinese Segmentation and New Word Detection using Conditional Random FieldsFuchun Peng, Fangfang Feng, Andrew McCallum2004 · 586 citations
  12. Top Accuracy and Fast Dependency Parsing is not a ContradictionBernd Bohnet2010 · 583 citations
  13. A Monolingual Tree-based Translation Model for Sentence SimplificationZhemin Zhu, Delphine Bernhard, Iryna Gurevych2010 · 555 citations
  14. TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair LinkingYucheng Wang, Bowen Yu, Yueyang Zhang, et al.2020 · 527 citations
  15. Inducing Crosslingual Distributed Representations of WordsAlexandre Klementiev, Ivan Titov, Binod Bhattarai2012 · 501 citations
  16. KUISAIL at SemEval-2020 Task 12: BERT-CNN for Offensive Speech Identification in Social MediaAli Safaya, Moutasem Abdullatif, Deniz Yuret2020 · 409 citations
  17. Entity Disambiguation for Knowledge Base PopulationMark Dredze, Paul McNamee, Delip Rao, et al.2010 · 394 citations
  18. German's Next Language ModelBranden Chan, Stefan Schweter, Timo Möller2020 · 385 citations
  19. SemEval-2020 Task 11: Detection of Propaganda Techniques in News ArticlesGiovanni Da San Martino, Alberto Barrón-Cedeño, Henning Wachsmuth, et al.2020 · 371 citations
  20. SemEval-2020 Task 1: Unsupervised Lexical Semantic Change DetectionDominik Schlechtweg, Barbara McGillivray, Simon Hengchen, et al.2020 · 351 citations
  21. Neural Paraphrase Generation with Stacked Residual LSTM NetworksAaditya Prakash, Sadid A. Hasan, Kathy Lee, et al.2016 · 335 citations
  22. Neural Unsupervised Domain Adaptation in NLP–-A SurveyAlan Ramponi, Barbara Plank2020 · 334 citations
  23. A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural NetworksSoujanya Poria, Erik Cambria, Devamanyu Hazarika, et al.2016 · 331 citations
  24. Deterministic Dependency Parsing of English TextJoakim Nivre, Mario Scholz2004 · 317 citations
  25. A Comparison of Features for Automatic Readability AssessmentLijun Feng, Martin Jansche, Matt Huenerfauth, et al.2010 · 297 citations
  26. Unsupervised Construction of Large Paraphrase Corpora: Exploiting Massively Parallel News SourcesBill Dolan, Chris Quirk, Chris Brockett2004 · 292 citations
  27. Discriminating between Similar Languages and Arabic Dialect Identification: A Report on the Third DSL Shared TaskShervin Malmasi, Marcos Zampieri, Nikola Ljubešić, et al.2016 · 287 citations
  28. An Analysis of Simple Data Augmentation for Named Entity RecognitionXiang Dai, Heike Adel2020 · 264 citations
  29. SemEval-2020 Task 8: Memotion Analysis- the Visuo-Lingual Metaphor!Chhavi Sharma, Deepesh Bhageria, William Scott, et al.2020 · 260 citations
  30. The Ups and Downs of Preposition Error Detection in ESL WritingJoel R. Tetreault, Martin Chodorow2008 · 260 citations
  31. Decolonising Speech and Language TechnologySteven Bird2020 · 254 citations
  32. Estimation of Conditional Probabilities With Decision Trees and an Application to Fine-Grained POS TaggingHelmut Schmid, Florian Laws2008 · 254 citations
  33. Metaphor Identification Using Verb and Noun ClusteringEkaterina Shutova, Lin Sun, Anna Korhonen2010 · 250 citations
  34. PageRank on Semantic Networks, with Application to Word Sense DisambiguationRada Mihalcea, Paul Tarau, Elizabeth Figa2004 · 248 citations
  35. Automatic Detection of Machine Generated Text: A Critical SurveyGanesh Jawahar, Muhammad Abdul-Mageed, Laks Lakshmanan V.S.2020 · 243 citations
  36. SemEval-2020 Task 9: Overview of Sentiment Analysis of Code-Mixed TweetsParth Patwa, Gustavo Aguilar, Sudipta Kar, et al.2020 · 240 citations
  37. Better Arabic Parsing: Baselines, Evaluations, and AnalysisSpence Green, Christopher D. Manning2010 · 231 citations
  38. Efficient Parsing of Highly Ambiguous Context-Free Grammars with Bit VectorsHelmut Schmid2004 · 209 citations
  39. Easily Identifiable Discourse RelationsEmily Pitler, Mridhula Raghupathy, Hena Mehta, et al.2008 · 206 citations
  40. The Importance of Supertagging for Wide-Coverage CCG ParsingStephen Clark, James R. Curran2004 · 205 citations
  41. A Classifier-Based Approach to Preposition and Determiner Error Correction in L2 EnglishRachele De Felice, Stephen G. Pulman2008 · 202 citations
  42. Paraphrasing for StyleWei Xu, Alan Ritter, Bill Dolan, et al.2012 · 196 citations
  43. Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-TuningJesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, et al.2022 · 195 citations
  44. Tweet Sarcasm Detection Using Deep Neural NetworkMeishan Zhang, Yue Zhang, Guohong Fu2016 · 189 citations
  45. Estimating Linear Models for Compositional Distributional SemanticsFabio Massimo Zanzotto, Ioannis Korkontzelos, Francesca Fallucchi, et al.2010 · 187 citations
  46. MultiCoNER: A Large-scale Multilingual Dataset for Complex Named Entity RecognitionShervin Malmasi, Anjie Fang, Besnik Fetahu, et al.2022 · 181 citations
  47. Semantics-Based Machine Translation with Hyperedge Replacement GrammarsBevan Jones, Jacob Andreas, Daniel Bauer, et al.2012 · 180 citations
  48. Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine TranslationBryan Eikema, Wilker Aziz2020 · 165 citations
  49. Predicting Discourse Connectives for Implicit Discourse Relation RecognitionZhi-Min Zhou, Yu Xu, Zheng-Yu Niu, et al.2010 · 163 citations
  50. ORANGE: a Method for Evaluating Automatic Evaluation Metrics for Machine TranslationChin-Yew Lin, Franz Josef Och2004 · 141 citations
  51. Developing an Arabic Treebank: Methods, Guidelines, Procedures, and ToolsMohamed Maamouri, Ann Bies2004 · 140 citations
  52. Affective and Contextual Embedding for Sarcasm DetectionNastaran Babanejad, Heidar Davoudi, Aijun An, et al.2020 · 135 citations
  53. Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural NetworkHamed Khanpour, Nishitha Guntakandla, Rodney Nielsen2016 · 134 citations
  54. Realization of Discourse Relations by Other Means: Alternative LexicalizationsRashmi Prasad, Aravind Joshi, Bonnie Webber2010 · 120 citations
  55. Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text CorpusIsaac Caswell, Theresa Breiner, Daan van Esch, et al.2020 · 111 citations
  56. Implicitness of Discourse RelationsFatemeh Torabi Asr, Vera Demberg2012 · 100 citations
  57. Constrained Decoding for Text-Level Discourse ParsingPhilippe Muller, Stergos Afantenos, Pascal Denis, et al.2012 · 99 citations
  58. Issues in Arabic Orthography and Morphology AnalysisTim Buckwalter2004 · 98 citations
  59. Broad Coverage Multilingual Deep Sentence Generation with a Stochastic Multi-Level RealizerBernd Bohnet, Leo Wanner, Simon Mille, et al.2010 · 93 citations
  60. TransQuest: Translation Quality Estimation with Cross-lingual TransformersTharindu Ranasinghe, Constantin Orasan, Ruslan Mitkov2020 · 91 citations
  61. Evaluation of Dependency Parsers on Unbounded DependenciesJoakim Nivre, Laura Rimell, Ryan McDonald, et al.2010 · 85 citations
  62. Sentence Boundary Detection: A Long Solved Problem?Jonathon Read, Rebecca Dridan, Stephan Oepen, et al.2012 · 81 citations
  63. Resolving Object and Attribute Coreference in Opinion MiningXiaowen Ding, Bing Liu2010 · 78 citations
  64. Multiword Expressions in the wild? The mwetoolkit comes in handyCarlos Ramisch, Aline Villavicencio, Christian Boitet2010 · 69 citations
  65. Multi-view and multi-task training of RST discourse parsersChloé Braud, Barbara Plank, Anders Søgaard2016 · 67 citations
  66. Streaming Cross Document Entity Coreference ResolutionDelip Rao, Paul McNamee, Mark Dredze2010 · 67 citations
  67. Statistical Anaphora Resolution in Biomedical TextsCaroline Gasperin, Ted Briscoe2008 · 66 citations
  68. A Fully-Lexicalized Probabilistic Model for Japanese Zero Anaphora ResolutionRyohei Sasano, Daisuke Kawahara, Sadao Kurohashi2008 · 63 citations
  69. Monday mornings are my fave :) #not Exploring the Automatic Recognition of Irony in English tweetsCynthia Van Hee, Els Lefever, Véronique Hoste2016 · 59 citations
  70. End-to-End Coreference Resolution via Hypergraph PartitioningJie Cai, Michael Strube2010 · 55 citations
  71. Event Coreference Resolution with their Paraphrases and Argument-aware EmbeddingsYutao Zeng, Xiaolong Jin, Saiping Guan, et al.2020 · 50 citations
  72. Implicit Discourse Relation Recognition by Selecting Typical Training ExamplesXun Wang, Sujian Li, Jiwei Li, et al.2012 · 47 citations
  73. Joint Inference for Event Coreference ResolutionJing Lu, Deepak Venugopal, Vibhav Gogate, et al.2016 · 46 citations
  74. Implicit Discourse Relation Recognition with Context-aware Character-enhanced EmbeddingsLianhui Qin, Zhisong Zhang, Hai Zhao2016 · 46 citations
  75. CamelParser: A system for Arabic Syntactic Analysis and Morphological DisambiguationAnas Shahrour, Salam Khalifa, Dima Taji, et al.2016 · 44 citations
  76. Coreference Systems Based on Kernels MethodsYannick Versley, Alessandro Moschitti, Massimo Poesio, et al.2008 · 43 citations
  77. Evaluating FrameNet-style semantic parsing: the role of coverage gaps in FrameNetAlexis Palmer, Caroline Sporleder2010 · 41 citations
  78. QANom: Question-Answer driven SRL for NominalizationsAyal Klein, Jonathan Mamou, Valentina Pyatkin, et al.2020 · 40 citations
  79. A Fully Coreference-annotated Corpus of Scholarly Papers from the ACL AnthologyUlrich Schäfer, Christian Spurk, Jörg Steffen2012 · 38 citations
  80. Multilingual Neural RST Discourse ParsingZhengyuan Liu, Ke Shi, Nancy Chen2020 · 37 citations
  81. Interactively-Propagative Attention Learning for Implicit Discourse Relation RecognitionHuibin Ruan, Yu Hong, Yang Xu, et al.2020 · 35 citations
  82. Verb Phrase Ellipsis detection using Automatically Parsed TextLeif Arda Nielsen2004 · 35 citations
  83. Multitask Learning-Based Neural Bridging Reference ResolutionJuntao Yu, Massimo Poesio2020 · 32 citations
  84. Exploiting Sentiment and Common Sense for Zero-shot Stance DetectionYun Luo, Zihan Liu, Yuefeng Shi, et al.2022 · 30 citations
  85. Incorporating Syntax and Frame Semantics in Neural Network for Machine Reading ComprehensionShaoru Guo, Yong Guan, Ru Li, et al.2020 · 30 citations
  86. Revisiting the Evaluation for Cross Document Event CoreferenceShyam Upadhyay, Nitish Gupta, Christos Christodoulopoulos, et al.2016 · 30 citations
  87. Dependency-driven Anaphoricity Determination for Coreference ResolutionFang Kong, Guodong Zhou, Longhua Qian, et al.2010 · 29 citations
  88. A High-Performance Coreference Resolution System using a Constraint-based Multi-Agent StrategyGuoDong Zhou, Jian Su2004 · 27 citations
  89. Modeling Local Contexts for Joint Dialogue Act Recognition and Sentiment Classification with Bi-channel Dynamic ConvolutionsJingye Li, Hao Fei, Donghong Ji2020 · 25 citations
  90. Easy-first Coreference ResolutionVeselin Stoyanov, Jason Eisner2012 · 25 citations
  91. A More Precise Analysis of Punctuation for Broad-Coverage Surface Realization with CCGMichael White, Rajakrishnan Rajkumar2008 · 25 citations
  92. Bridging Resolution: A Survey of the State of the ArtHideo Kobayashi, Vincent Ng2020 · 24 citations
  93. A Human Evaluation of AMR-to-English Generation SystemsEmma Manning, Shira Wein, Nathan Schneider2020 · 24 citations
  94. Taking the Correction Difficulty into Account in Grammatical Error Correction EvaluationTakumi Gotou, Ryo Nagata, Masato Mita, et al.2020 · 23 citations
  95. Speaker-change Aware CRF for Dialogue Act ClassificationGuokan Shang, Antoine Tixier, Michalis Vazirgiannis, et al.2020 · 23 citations
  96. BCCWJ-DepPara: A Syntactic Annotation Treebank on the ‘Balanced Corpus of Contemporary Written Japanese'Masayuki Asahara, Yuji Matsumoto2016 · 23 citations
  97. Cross-Lingual Identification of Ambiguous Discourse Connectives for Resource-Poor LanguageLanjun Zhou, Wei Gao, Binyang Li, et al.2012 · 22 citations
  98. ConnPrompt: Connective-cloze Prompt Learning for Implicit Discourse Relation RecognitionWei Xiang, Zhenglin Wang, Lu Dai, et al.2022 · 21 citations
  99. Multilingual Irony Detection with Dependency Syntax and Neural ModelsAlessandra Teresa Cignarella, Valerio Basile, Manuela Sanguinetti, et al.2020 · 21 citations
  100. Unleashing the Power of Neural Discourse Parsers - A Context and Structure Aware Approach Using Large Scale PretrainingGrigorii Guz, Patrick Huber, Giuseppe Carenini2020 · 19 citations

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