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CoNLL 2019: all accepted papers

113 papers · page 1 of 2 · the most cited first · ← CoNLL 2019

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  1. Pretraining-Based Natural Language Generation for Text SummarizationHaoyu Zhang, Jingjing Cai, Jianjun Xu et al.214 citations
  2. Learning Dense Representations for Entity RetrievalDaniel Gillick, Sayali Kulkarni, Larry Lansing et al.201 citations · our summary
  3. Do Massively Pretrained Language Models Make Better Storytellers?Abigail See, Aneesh Pappu, Rohun Saxena et al.134 citations
  4. Detecting Frames in News Headlines and Its Application to Analyzing News Framing Trends Surrounding U.S. Gun ViolenceSiyi Liu, Lei Guo, Kate Mays et al.103 citations
  5. Code-Switched Language Models Using Neural Based Synthetic Data from Parallel SentencesGenta Indra Winata, Andrea Madotto, Chien-Sheng Wu et al.89 citations
  6. Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity LinkingSamuel Broscheit89 citations · our summary
  7. A Richly Annotated Corpus for Different Tasks in Automated Fact-CheckingAndreas Hanselowski, Christian Stab, Claudia Schulz et al.84 citations · our summary
  8. Studying Generalisability across Abusive Language Detection DatasetsSteve Durairaj Swamy, Anupam Jamatia, Björn Gambäck84 citations
  9. On Model Stability as a Function of Random SeedPranava Madhyastha, Rishabh Jain72 citations
  10. Multi-Level Sentiment Analysis of PolEmo 2.0: Extended Corpus of Multi-Domain Consumer ReviewsJan Kocoń, Piotr Miłkowski, Monika Zaśko-Zielińska68 citations
  11. EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language InferenceAbhilasha Ravichander, Aakanksha Naik, Carolyn Rose et al.66 citations · our summary
  12. MRP 2019: Cross-Framework Meaning Representation ParsingStephan Oepen, Omri Abend, Jan Hajic et al.63 citations
  13. A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act ClassificationRuizhe Li, Chenghua Lin, Matthew Collinson et al.59 citations
  14. CogniVal: A Framework for Cognitive Word Embedding EvaluationNora Hollenstein, Antonio de la Torre, Nicolas Langer et al.59 citations
  15. Federated Learning of N-Gram Language ModelsMingqing Chen, Ananda Theertha Suresh, Rajiv Mathews et al.57 citations
  16. Deep Structured Neural Network for Event Temporal Relation ExtractionRujun Han, I-Hung Hsu, Mu Yang et al.56 citations
  17. Large-Scale Representation Learning from Visually Grounded Untranscribed SpeechGabriel Ilharco, Yuan Zhang, Jason Baldridge56 citations
  18. Evidence Sentence Extraction for Machine Reading ComprehensionHai Wang, Dian Yu, Kai Sun et al.51 citations
  19. Named Entity Recognition with Partially Annotated Training DataStephen Mayhew, Snigdha Chaturvedi, Chen-Tse Tsai et al.47 citations
  20. Putting the Horse before the Cart: A Generator-Evaluator Framework for Question Generation from TextVishwajeet Kumar, Ganesh Ramakrishnan, Yuan-Fang Li46 citations
  21. Large-Scale, Diverse, Paraphrastic Bitexts via Sampling and ClusteringJ. Edward Hu, Abhinav Singh, Nils Holzenberger et al.43 citations
  22. On the Relation between Position Information and Sentence Length in Neural Machine TranslationMasato Neishi, Naoki Yoshinaga40 citations
  23. A Case Study on Combining ASR and Visual Features for Generating Instructional Video CaptionsJack Hessel, Bo Pang, Zhenhai Zhu et al.38 citations
  24. Automated Pyramid Summarization EvaluationYanjun Gao, Chen Sun, Rebecca J. Passonneau38 citations
  25. Using Priming to Uncover the Organization of Syntactic Representations in Neural Language ModelsGrusha Prasad, Marten van Schijndel, Tal Linzen37 citations
  26. Diversify Your Datasets: Analyzing Generalization via Controlled Variance in Adversarial DatasetsOhad Rozen, Vered Shwartz, Roee Aharoni et al.35 citations
  27. Neural Attentive Bag-of-Entities Model for Text ClassificationIkuya Yamada, Hiroyuki Shindo35 citations
  28. HIT-SCIR at MRP 2019: A Unified Pipeline for Meaning Representation Parsing via Efficient Training and Effective EncodingWanxiang Che, Longxu Dou, Yang Xu et al.34 citations
  29. Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level EvaluationQianchu Liu, Diana McCarthy, Ivan Vulić et al.34 citations
  30. Weird Inflects but OK: Making Sense of Morphological Generation ErrorsKyle Gorman, Arya D. McCarthy, Ryan Cotterell et al.34 citations
  31. Analysing Neural Language Models: Contextual Decomposition Reveals Default Reasoning in Number and Gender AssignmentJaap Jumelet, Willem Zuidema, Dieuwke Hupkes32 citations
  32. Variational Semi-Supervised Aspect-Term Sentiment Analysis via TransformerXingyi Cheng, Weidi Xu, Taifeng Wang et al.31 citations
  33. Improving Pre-Trained Multilingual Model with Vocabulary ExpansionHai Wang, Dian Yu, Kai Sun et al.30 citations
  34. Effective Attention Modeling for Neural Relation ExtractionTapas Nayak, Hwee Tou Ng28 citations
  35. Contextualized Cross-Lingual Event Trigger Extraction with Minimal ResourcesMeryem M'hamdi, Marjorie Freedman, Jonathan May26 citations
  36. Slang Detection and IdentificationZhengqi Pei, Zhewei Sun, Yang Xu26 citations
  37. Active Learning via Membership Query Synthesis for Semi-Supervised Sentence ClassificationRaphael Schumann, Ines Rehbein24 citations
  38. Cross-Lingual Dependency Parsing with Unlabeled Auxiliary LanguagesWasi Uddin Ahmad, Zhisong Zhang, Xuezhe Ma et al.24 citations
  39. Predicting the Role of Political Trolls in Social MediaAtanas Atanasov, Gianmarco De Francisci Morales, Preslav Nakov24 citations
  40. How Does Grammatical Gender Affect Noun Representations in Gender-Marking Languages?Hila Gonen, Yova Kementchedjhieva, Yoav Goldberg23 citations
  41. Low-Resource Parsing with Crosslingual Contextualized RepresentationsPhoebe Mulcaire, Jungo Kasai, Noah A. Smith23 citations
  42. Named Entity Recognition - Is There a Glass Ceiling?Tomasz Stanislawek, Anna Wróblewska, Alicja Wójcicka et al.23 citations
  43. Word Recognition, Competition, and Activation in a Model of Visually Grounded SpeechWilliam N. Havard, Jean-Pierre Chevrot, Laurent Besacier23 citations
  44. Fully Unsupervised Crosslingual Semantic Textual Similarity Metric Based on BERT for Identifying Parallel DataChi-kiu Lo, Michel Simard20 citations
  45. MrMep: Joint Extraction of Multiple Relations and Multiple Entity Pairs Based on Triplet AttentionJiayu Chen, Caixia Yuan, Xiaojie Wang et al.18 citations
  46. Learning to Detect Opinion Snippet for Aspect-Based Sentiment AnalysisMengting Hu, Shiwan Zhao, Honglei Guo et al.17 citations
  47. Saarland at MRP 2019: Compositional parsing across all graphbanksLucia Donatelli, Meaghan Fowlie, Jonas Groschwitz et al.17 citations
  48. Compositional Generalization in Image CaptioningMitja Nikolaus, Mostafa Abdou, Matthew Lamm et al.16 citations
  49. On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource LanguagesYi Zhu, Benjamin Heinzerling, Ivan Vulić et al.16 citations
  50. SUDA-Alibaba at MRP 2019: Graph-Based Models with BERTYue Zhang, Wei Jiang, Qingrong Xia et al.16 citations
  51. SJTU-NICT at MRP 2019: Multi-Task Learning for End-to-End Uniform Semantic Graph ParsingZuchao Li, Hai Zhao, Zhuosheng Zhang et al.15 citations
  52. Towards a Unified End-to-End Approach for Fully Unsupervised Cross-Lingual Sentiment AnalysisYanlin Feng, Xiaojun Wan15 citations
  53. Automatically Extracting Challenge Sets for Non-Local Phenomena in Neural Machine TranslationLeshem Choshen, Omri Abend14 citations
  54. Linguistic Analysis Improves Neural Metaphor DetectionKevin Stowe, Sarah Moeller, Laura Michaelis et al.14 citations
  55. BIOfid Dataset: Publishing a German Gold Standard for Named Entity Recognition in Historical Biodiversity LiteratureSajawel Ahmed, Manuel Stoeckel, Christine Driller et al.13 citations
  56. BeamSeg: A Joint Model for Multi-Document Segmentation and Topic IdentificationPedro Mota, Maxine Eskenazi, Luísa Coheur13 citations
  57. Procedural Reasoning Networks for Understanding Multimodal ProceduresMustafa Sercan Amac, Semih Yagcioglu, Aykut Erdem et al.13 citations
  58. Representing Movie Characters in DialoguesMahmoud Azab, Noriyuki Kojima, Jia Deng et al.13 citations
  59. A General-Purpose Algorithm for Constrained Sequential InferenceDaniel Deutsch, Shyam Upadhyay, Dan Roth12 citations
  60. KnowSemLM: A Knowledge Infused Semantic Language ModelHaoruo Peng, Qiang Ning, Dan Roth12 citations
  61. Learning a Unified Named Entity Tagger from Multiple Partially Annotated Corpora for Efficient AdaptationXiao Huang, Li Dong, Elizabeth Boschee et al.12 citations
  62. Policy Preference Detection in Parliamentary Debate MotionsGavin Abercrombie, Federico Nanni, Riza Batista-Navarro et al.12 citations
  63. TUPA at MRP 2019: A Multi-Task Baseline SystemDaniel Hershcovich, Ofir Arviv12 citations
  64. Global Autoregressive Models for Data-Efficient Sequence LearningTetiana Parshakova, Jean-Marc Andreoli, Marc Dymetman11 citations
  65. In Conclusion Not Repetition: Comprehensive Abstractive Summarization with Diversified Attention Based on Determinantal Point ProcessesLei Li, Wei Liu, Marina Litvak et al.11 citations
  66. Learning to Represent Bilingual DictionariesMuhao Chen, Yingtao Tian, Haochen Chen et al.11 citations
  67. Peking at MRP 2019: Factorization- and Composition-Based Parsing for Elementary Dependency StructuresYufei Chen, Yajie Ye, Weiwei Sun10 citations
  68. Self-Adaptive Scaling for Learnable Residual StructureFenglin Liu, Meng Gao, Yuanxin Liu et al.10 citations
  69. The ERG at MRP 2019: Radically Compositional Semantic DependenciesStephan Oepen, Dan Flickinger10 citations · our summary
  70. TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-Based ChatbotsWentao Ma, Yiming Cui, Nan Shao et al.10 citations
  71. ÚFAL MRPipe at MRP 2019: UDPipe Goes Semantic in the Meaning Representation Parsing Shared TaskMilan Straka, Jana Straková10 citations
  72. Cross-Lingual Word Embeddings and the Structure of the Human Bilingual LexiconPaola Merlo, Maria Andueza Rodriguez9 citations
  73. Memory Graph Networks for Explainable Memory-grounded Question AnsweringSeungwhan Moon, Pararth Shah, Anuj Kumar et al.9 citations
  74. SJTU at MRP 2019: A Transition-Based Multi-Task Parser for Cross-Framework Meaning Representation ParsingHongxiao Bai, Hai Zhao9 citations
  75. Amazon at MRP 2019: Parsing Meaning Representations with Lexical and Phrasal AnchoringJie Cao, Yi Zhang, Adel Youssef et al.8 citations
  76. On the Limits of Learning to Actively Learn Semantic RepresentationsOmri Koshorek, Gabriel Stanovsky, Yichu Zhou et al.8 citations
  77. Relation Module for Non-Answerable Predictions on Reading ComprehensionKevin Huang, Yun Tang, Jing Huang et al.8 citations
  78. Roll Call Vote Prediction with Knowledge Augmented ModelsPallavi Patil, Kriti Myer, Ronak Zala et al.8 citations
  79. CUHK at MRP 2019: Transition-Based Parser with Cross-Framework Variable-Arity Resolve ActionSunny Lai, Chun Hei Lo, Kwong Sak Leung et al.7 citations
  80. Incorporating Interlocutor-Aware Context into Response Generation on Multi-Party ChatbotsCao Liu, Kang Liu, Shizhu He et al.7 citations
  81. Leveraging Past References for Robust Language GroundingSubhro Roy, Michael Noseworthy, Rohan Paul et al.7 citations
  82. Unsupervised Adversarial Domain Adaptation for Implicit Discourse Relation ClassificationHsin-Ping Huang, Junyi Jessy Li7 citations
  83. Cluster-Gated Convolutional Neural Network for Short Text ClassificationHaidong Zhang, Wancheng Ni, Meijing Zhao et al.6 citations
  84. Learning Analogy-Preserving Sentence Embeddings for Answer SelectionAïssatou Diallo, Markus Zopf, Johannes Fürnkranz6 citations
  85. Mimic and Rephrase: Reflective Listening in Open-Ended DialogueJustin Dieter, Tian Wang, Arun Tejasvi Chaganty et al.6 citations
  86. Say Anything: Automatic Semantic Infelicity Detection in L2 English Indefinite PronounsElla Rabinovich, Julia Watson, Barend Beekhuizen et al.6 citations
  87. Generating Timelines by Modeling Semantic ChangeGuy D. Rosin, Kira Radinsky5 citations
  88. Hitachi at MRP 2019: Unified Encoder-to-Biaffine Network for Cross-Framework Meaning Representation ParsingYuta Koreeda, Gaku Morio, Terufumi Morishita et al.5 citations
  89. Learning Conceptual Spaces with Disentangled FacetsRana Alshaikh, Zied Bouraoui, Steven Schockaert5 citations
  90. Made for Each Other: Broad-Coverage Semantic Structures Meet Preposition SupersensesJakob Prange, Nathan Schneider, Omri Abend5 citations
  91. Reduce & Attribute: Two-Step Authorship Attribution for Large-Scale ProblemsMichael Tschuggnall, Benjamin Murauer, Günther Specht5 citations
  92. ÚFAL-Oslo at MRP 2019: Garage Sale Semantic ParsingKira Droganova, Andrey Kutuzov, Nikita Mediankin et al.5 citations
  93. A Simple and Effective Method for Injecting Word-Level Information into Character-Aware Neural Language ModelsYukun Feng, Hidetaka Kamigaito, Hiroya Takamura et al.4 citations
  94. Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk StratificationTushaar Gangavarapu, Gokul S Krishnan, Sowmya Kamath S4 citations
  95. Exploiting the Entity Type Sequence to Benefit Event DetectionYuze Ji, Youfang Lin, Jianwei Gao et al.4 citations
  96. A Personalized Sentiment Model with Textual and Contextual InformationSiwen Guo, Sviatlana Höhn, Christoph Schommer3 citations
  97. Generating Formality-Tuned Summaries Using Input-Dependent RewardsKushal Chawla, Balaji Vasan Srinivasan, Niyati Chhaya3 citations
  98. Improving Neural Machine Translation by Achieving Knowledge Transfer with Sentence Alignment LearningXuewen Shi, Heyan Huang, Wenguan Wang et al.3 citations
  99. JBNU at MRP 2019: Multi-level Biaffine Attention for Semantic Dependency ParsingSeung-Hoon Na, Jinwoon Min, Kwanghyeon Park et al.3 citations
  100. Low-Rank Approximations of Second-Order Document RepresentationsJarkko Lagus, Janne Sinkkonen, Arto Klami3 citations

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