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Works of International Conference on Computational Linguistics (COLING)

235 works · page 1 of 3 · the most cited first · ← International Conference on Computational…

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  1. Determining the Sentiment of OpinionsSoo-Min Kim, Eduard Hovy2004 · 1,677 citations
  2. Relation Classification via Convolutional Deep Neural NetworkDaojian Zeng, Kang Liu, Siwei Lai, et al.2014 · 1,659 citations
  3. Learning Question ClassifiersXin Li, Dan Roth2002 · 1,645 citations
  4. Contextual String Embeddings for Sequence LabelingAlan Akbik, Duncan Blythe, Roland Vollgraf2018 · 1,390 citations
  5. Deep Convolutional Neural Networks for Sentiment Analysis of Short TextsCícero dos Santos, Maíra Gatti2014 · 1,269 citations
  6. Robust Sentiment Detection on Twitter from Biased and Noisy DataLuciano Barbosa, Junlan Feng2010 · 952 citations
  7. Three New Probabilistic Models for Dependency Parsing: An ExplorationJason M. Eisner1996 · 908 citations
  8. Word-Sense Disambiguation Using Statistical Models of Roget's Categories Trained on Large CorporaDavid Yarowsky1992 · 782 citations
  9. Enhanced Sentiment Learning Using Twitter Hashtags and SmileysDmitry Davidov, Oren Tsur, Ari Rappoport2010 · 776 citations
  10. Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning StepsXanh Ho, Anh-Khoa Duong Nguyen, Saku Sugawara, et al.2020 · 735 citations
  11. Effective LSTMs for Target-Dependent Sentiment ClassificationDuyu Tang, Bing Qin, Xiaocheng Feng, et al.2016 · 693 citations
  12. Opinosis: A Graph Based Approach to Abstractive Summarization of Highly Redundant OpinionsKavita Ganesan, ChengXiang Zhai, Jiawei Han2010 · 608 citations
  13. Chinese Segmentation and New Word Detection using Conditional Random FieldsFuchun Peng, Fangfang Feng, Andrew McCallum2004 · 586 citations
  14. The Automated Acquisition of Topic Signatures for Text SummarizationChin-Yew Lin, Eduard Hovy2000 · 585 citations
  15. Top Accuracy and Fast Dependency Parsing is not a ContradictionBernd Bohnet2010 · 583 citations
  16. A Survey on Recent Advances in Named Entity Recognition from Deep Learning modelsVikas Yadav, Steven Bethard2018 · 565 citations
  17. A Monolingual Tree-based Translation Model for Sentence SimplificationZhemin Zhu, Delphine Bernhard, Iryna Gurevych2010 · 555 citations
  18. TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair LinkingYucheng Wang, Bowen Yu, Yueyang Zhang, et al.2020 · 527 citations
  19. Benchmarking Aggression Identification in Social MediaRitesh Kumar, Atul Kr. Ojha, Shervin Malmasi, et al.2018 · 507 citations
  20. Inducing Crosslingual Distributed Representations of WordsAlexandre Klementiev, Ivan Titov, Binod Bhattarai2012 · 501 citations
  21. The INCEpTION Platform: Machine-Assisted and Knowledge-Oriented Interactive AnnotationJan-Christoph Klie, Michael Bugert, Beto Boullosa, et al.2018 · 422 citations
  22. Motivations and Methods for Text SimplificationR. Chandrasekar, Christine Doran, B. Srinivas1996 · 417 citations
  23. Synchronous Tree-Adjoining GrammarsStuart M. Shieber, Yves Schabes1990 · 404 citations
  24. Annotating Argument Components and Relations in Persuasive EssaysChristian Stab, Iryna Gurevych2014 · 403 citations
  25. Entity Disambiguation for Knowledge Base PopulationMark Dredze, Paul McNamee, Delip Rao, et al.2010 · 394 citations
  26. German's Next Language ModelBranden Chan, Stefan Schweter, Timo Möller2020 · 385 citations
  27. Tokenization as the Initial Phase in NLPJonathan J. Webster, Chunyu Kit1992 · 381 citations
  28. A Statistical Approach to Language TranslationP. Brown, J. Cocke, S. Della Pietra, et al.1988 · 339 citations
  29. Neural Paraphrase Generation with Stacked Residual LSTM NetworksAaditya Prakash, Sadid A. Hasan, Kathy Lee, et al.2016 · 335 citations
  30. Neural Unsupervised Domain Adaptation in NLP–-A SurveyAlan Ramponi, Barbara Plank2020 · 334 citations
  31. A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural NetworksSoujanya Poria, Erik Cambria, Devamanyu Hazarika, et al.2016 · 331 citations
  32. Deterministic Dependency Parsing of English TextJoakim Nivre, Mario Scholz2004 · 317 citations
  33. A Survey of Domain Adaptation for Neural Machine TranslationChenhui Chu, Rui Wang2018 · 304 citations
  34. Automated Fact Checking: Task Formulations, Methods and Future DirectionsJames Thorne, Andreas Vlachos2018 · 303 citations
  35. A Comparison of Alignment Models for Statistical Machine TranslationFranz Josef Och, Hermann Ney2000 · 300 citations
  36. A Comparison of Features for Automatic Readability AssessmentLijun Feng, Martin Jansche, Matt Huenerfauth, et al.2010 · 297 citations
  37. Unsupervised Construction of Large Paraphrase Corpora: Exploiting Massively Parallel News SourcesBill Dolan, Chris Quirk, Chris Brockett2004 · 292 citations
  38. 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
  39. Diachronic word embeddings and semantic shifts: a surveyAndrey Kutuzov, Lilja Øvrelid, Terrence Szymanski, et al.2018 · 282 citations
  40. Context Dependent Claim DetectionRan Levy, Yonatan Bilu, Daniel Hershcovich, et al.2014 · 268 citations
  41. An Analysis of Simple Data Augmentation for Named Entity RecognitionXiang Dai, Heike Adel2020 · 264 citations
  42. The Ups and Downs of Preposition Error Detection in ESL WritingJoel R. Tetreault, Martin Chodorow2008 · 260 citations
  43. Decolonising Speech and Language TechnologySteven Bird2020 · 254 citations
  44. Estimation of Conditional Probabilities With Decision Trees and an Application to Fine-Grained POS TaggingHelmut Schmid, Florian Laws2008 · 254 citations
  45. Metaphor Identification Using Verb and Noun ClusteringEkaterina Shutova, Lin Sun, Anna Korhonen2010 · 250 citations
  46. PageRank on Semantic Networks, with Application to Word Sense DisambiguationRada Mihalcea, Paul Tarau, Elizabeth Figa2004 · 248 citations
  47. Automatic Detection of Machine Generated Text: A Critical SurveyGanesh Jawahar, Muhammad Abdul-Mageed, Laks Lakshmanan V.S.2020 · 243 citations
  48. Learning to Distinguish Hypernyms and Co-HyponymsJulie Weeds, Daoud Clarke, Jeremy Reffin, et al.2014 · 242 citations
  49. Better Arabic Parsing: Baselines, Evaluations, and AnalysisSpence Green, Christopher D. Manning2010 · 231 citations
  50. Sarcasm Detection on Czech and English TwitterTomáš Ptáček, Ivan Habernal, Jun Hong2014 · 230 citations
  51. Few-Shot Charge Prediction with Discriminative Legal AttributesZikun Hu, Xiang Li, Cunchao Tu, et al.2018 · 221 citations
  52. Inclusive yet Selective: Supervised Distributional Hypernymy DetectionStephen Roller, Katrin Erk, Gemma Boleda2014 · 217 citations
  53. The LinGO Redwoods Treebank: Motivation and Preliminary ApplicationsStephan Oepen, Kristina Toutanova, Stuart Shieber, et al.2002 · 213 citations
  54. Efficient Parsing of Highly Ambiguous Context-Free Grammars with Bit VectorsHelmut Schmid2004 · 209 citations
  55. Easily Identifiable Discourse RelationsEmily Pitler, Mridhula Raghupathy, Hena Mehta, et al.2008 · 206 citations
  56. The Importance of Supertagging for Wide-Coverage CCG ParsingStephen Clark, James R. Curran2004 · 205 citations
  57. A Classifier-Based Approach to Preposition and Determiner Error Correction in L2 EnglishRachele De Felice, Stephen G. Pulman2008 · 202 citations
  58. Paraphrasing for StyleWei Xu, Alan Ritter, Bill Dolan, et al.2012 · 196 citations
  59. 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
  60. Fine-Grained Arabic Dialect IdentificationMohammad Salameh, Houda Bouamor, Nizar Habash2018 · 191 citations
  61. Tweet Sarcasm Detection Using Deep Neural NetworkMeishan Zhang, Yue Zhang, Guohong Fu2016 · 189 citations
  62. Estimating Linear Models for Compositional Distributional SemanticsFabio Massimo Zanzotto, Ioannis Korkontzelos, Francesca Fallucchi, et al.2010 · 187 citations
  63. MultiCoNER: A Large-scale Multilingual Dataset for Complex Named Entity RecognitionShervin Malmasi, Anjie Fang, Besnik Fetahu, et al.2022 · 181 citations
  64. Semantics-Based Machine Translation with Hyperedge Replacement GrammarsBevan Jones, Jacob Andreas, Daniel Bauer, et al.2012 · 180 citations
  65. An Enhanced Lesk Word Sense Disambiguation Algorithm through a Distributional Semantic ModelPierpaolo Basile, Annalina Caputo, Giovanni Semeraro2014 · 174 citations
  66. Abstract Meaning Representation for Multi-Document SummarizationKexin Liao, Logan Lebanoff, Fei Liu2018 · 166 citations
  67. Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine TranslationBryan Eikema, Wilker Aziz2020 · 165 citations
  68. Predicting Discourse Connectives for Implicit Discourse Relation RecognitionZhi-Min Zhou, Yu Xu, Zheng-Yu Niu, et al.2010 · 163 citations
  69. Abstract Generation Based on Rhetorical Structure ExtractionKenji Ono, Kazuo Sumita, Seiji Miike1994 · 159 citations
  70. SGM: Sequence Generation Model for Multi-label ClassificationPengcheng Yang, Xu Sun, Wei Li, et al.2018 · 145 citations
  71. Automatic Processing of Large Corpora for the Resolution of Anaphora ReferencesIdo Dagan, Alon Itai1990 · 144 citations
  72. ORANGE: a Method for Evaluating Automatic Evaluation Metrics for Machine TranslationChin-Yew Lin, Franz Josef Och2004 · 141 citations
  73. Affective and Contextual Embedding for Sarcasm DetectionNastaran Babanejad, Heidar Davoudi, Aijun An, et al.2020 · 135 citations
  74. Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural NetworkHamed Khanpour, Nishitha Guntakandla, Rodney Nielsen2016 · 134 citations
  75. Stance Detection with Hierarchical Attention NetworkQingying Sun, Zhongqing Wang, Qiaoming Zhu, et al.2018 · 133 citations
  76. A Retrospective Analysis of the Fake News Challenge Stance-Detection TaskAndreas Hanselowski, Avinesh PVS, Benjamin Schiller, et al.2018 · 132 citations
  77. Deep Enhanced Representation for Implicit Discourse Relation RecognitionHongxiao Bai, Hai Zhao2018 · 131 citations
  78. 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
  79. Lexical Chaining for Measuring Discourse Coherence Quality in Test-taker EssaysSwapna Somasundaran, Jill Burstein, Martin Chodorow2014 · 120 citations
  80. Realization of Discourse Relations by Other Means: Alternative LexicalizationsRashmi Prasad, Aravind Joshi, Bonnie Webber2010 · 120 citations
  81. Automatic Detection of Fake NewsVerónica Pérez-Rosas, Bennett Kleinberg, Alexandra Lefevre, et al.2018 · 116 citations
  82. Shake-and-Bake TranslationP. Whitelock1992 · 112 citations
  83. 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
  84. Implicitness of Discourse RelationsFatemeh Torabi Asr, Vera Demberg2012 · 100 citations
  85. Constrained Decoding for Text-Level Discourse ParsingPhilippe Muller, Stergos Afantenos, Pascal Denis, et al.2012 · 99 citations
  86. Using Test Suites in Evaluation of Machine Translation SystemsMargaret King, Kirsten Falkedal1990 · 95 citations
  87. Broad Coverage Multilingual Deep Sentence Generation with a Stochastic Multi-Level RealizerBernd Bohnet, Leo Wanner, Simon Mille, et al.2010 · 93 citations
  88. A Discourse Resource for Turkish: Annotating Discourse Connectives in the METU CorpusDeniz Zeyrek, Bonnie Webber2008 · 93 citations
  89. TransQuest: Translation Quality Estimation with Cross-lingual TransformersTharindu Ranasinghe, Constantin Orasan, Ruslan Mitkov2020 · 91 citations
  90. CASCADE: Contextual Sarcasm Detection in Online Discussion ForumsDevamanyu Hazarika, Soujanya Poria, Sruthi Gorantla, et al.2018 · 89 citations
  91. Evaluation of Dependency Parsers on Unbounded DependenciesJoakim Nivre, Laura Rimell, Ryan McDonald, et al.2010 · 85 citations
  92. Sentence Boundary Detection: A Long Solved Problem?Jonathon Read, Rebecca Dridan, Stephan Oepen, et al.2012 · 81 citations
  93. Resolving Object and Attribute Coreference in Opinion MiningXiaowen Ding, Bing Liu2010 · 78 citations
  94. A Unified Theory of Irony and Its Computational FormalizationAkira Utsumi1996 · 70 citations
  95. Multiword Expressions in the wild? The mwetoolkit comes in handyCarlos Ramisch, Aline Villavicencio, Christian Boitet2010 · 69 citations
  96. Multi-view and multi-task training of RST discourse parsersChloé Braud, Barbara Plank, Anders Søgaard2016 · 67 citations
  97. Streaming Cross Document Entity Coreference ResolutionDelip Rao, Paul McNamee, Mark Dredze2010 · 67 citations
  98. Multi-task dialog act and sentiment recognition on MastodonChristophe Cerisara, Somayeh Jafaritazehjani, Adedayo Oluokun, et al.2018 · 66 citations
  99. Statistical Anaphora Resolution in Biomedical TextsCaroline Gasperin, Ted Briscoe2008 · 66 citations
  100. A Probabilistic Method for Analyzing Japanese Anaphora Integrating Zero Pronoun Detection and ResolutionKazuhiro Seki, Atsushi Fujii, Tetsuya Ishikawa2002 · 65 citations

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