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CoNLL 2017: all accepted papers

86 papers · the most cited first · ← CoNLL 2017

  1. Tokenizing, POS Tagging, Lemmatizing and Parsing UD 2.0 with UDPipeMilan Straka, Jana Straková567 citations · our summary
  2. Zero-Shot Relation Extraction via Reading ComprehensionOmer Levy, Minjoon Seo, Eunsol Choi et al.460 citations
  3. CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Martin Popel, Milan Straka et al.367 citations · our summary
  4. Attention-based Recurrent Convolutional Neural Network for Automatic Essay ScoringFei Dong, Yue Zhang, Jie Yang277 citations · our summary
  5. Graph-based Neural Multi-Document SummarizationMichihiro Yasunaga, Rui Zhang, Kshitijh Meelu et al.262 citations · our summary
  6. Stanford's Graph-based Neural Dependency Parser at the CoNLL 2017 Shared TaskTimothy Dozat, Peng Qi, Christopher D. Manning220 citations · our summary
  7. CoNLL-SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection in 52 LanguagesRyan Cotterell, Christo Kirov, John Sylak-Glassman et al.187 citations
  8. Making Neural QA as Simple as Possible but not SimplerDirk Weissenborn, Georg Wiese, Laura Seiffe164 citations
  9. Neural Structural Correspondence Learning for Domain AdaptationYftah Ziser, Roi Reichart120 citations
  10. Neural Domain Adaptation for Biomedical Question AnsweringGeorg Wiese, Dirk Weissenborn, Mariana Neves109 citations
  11. The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze TaskRoy Schwartz, Maarten Sap, Ioannis Konstas et al.108 citations
  12. A Supervised Approach to Extractive Summarisation of Scientific PapersEd Collins, Isabelle Augenstein, Sebastian Riedel106 citations
  13. Named Entity Disambiguation for Noisy TextYotam Eshel, Noam Cohen, Kira Radinsky et al.96 citations
  14. Data Augmentation for Morphological ReinflectionMiikka Silfverberg, Adam Wiemerslage, Ling Liu et al.73 citations · our summary
  15. Embedding Words and Senses Together via Joint Knowledge-Enhanced TrainingMassimiliano Mancini, Jose Camacho-Collados, Ignacio Iacobacci et al.65 citations
  16. Training Data Augmentation for Low-Resource Morphological InflectionToms Bergmanis, Katharina Kann, Hinrich Schütze et al.57 citations
  17. Learning Stock Market Sentiment Lexicon and Sentiment-Oriented Word Vector from StockTwitsQuanzhi Li, Sameena Shah56 citations
  18. Align and Copy: UZH at SIGMORPHON 2017 Shared Task for Morphological ReinflectionPeter Makarov, Tatiana Ruzsics, Simon Clematide53 citations
  19. Cross-language Learning with Adversarial Neural NetworksShafiq Joty, Preslav Nakov, Lluís Màrquez et al.43 citations
  20. Learning What is Essential in QuestionsDaniel Khashabi, Tushar Khot, Ashish Sabharwal et al.43 citations
  21. From Raw Text to Universal Dependencies - Look, No Tags!Miryam de Lhoneux, Yan Shao, Ali Basirat et al.37 citations
  22. Idea density for predicting Alzheimer's disease from transcribed speechKairit Sirts, Olivier Piguet, Mark Johnson37 citations
  23. Learning local and global contexts using a convolutional recurrent network model for relation classification in biomedical textDesh Raj, Sunil Sahu, Ashish Anand37 citations
  24. Multilingual Semantic Parsing And Code-SwitchingLong Duong, Hadi Afshar, Dominique Estival et al.37 citations
  25. Learning Word Representations with Regularization from Prior KnowledgeYan Song, Chia-Jung Lee, Fei Xia36 citations
  26. Adversarial Training for Cross-Domain Universal Dependency ParsingMotoki Sato, Hitoshi Manabe, Hiroshi Noji et al.32 citations
  27. Feature Selection as Causal Inference: Experiments with Text ClassificationMichael J. Paul29 citations
  28. Robust Coreference Resolution and Entity Linking on Dialogues: Character Identification on TV Show TranscriptsHenry Y. Chen, Ethan Zhou, Jinho D. Choi27 citations · our summary
  29. Learning from Relatives: Unified Dialectal Arabic SegmentationYounes Samih, Mohamed Eldesouki, Mohammed Attia et al.26 citations
  30. Combining Global Models for Parsing Universal DependenciesTianze Shi, Felix G. Wu, Xilun Chen et al.25 citations
  31. IMS at the CoNLL 2017 UD Shared Task: CRFs and Perceptrons Meet Neural NetworksAnders Björkelund, Agnieszka Falenska, Xiang Yu et al.25 citations · our summary
  32. An Automatic Approach for Document-level Topic Model EvaluationShraey Bhatia, Jey Han Lau, Timothy Baldwin24 citations
  33. Encoding of phonology in a recurrent neural model of grounded speechAfra Alishahi, Marie Barking, Grzegorz Chrupała24 citations
  34. Exploring the Syntactic Abilities of RNNs with Multi-task LearningÉmile Enguehard, Yoav Goldberg, Tal Linzen24 citations
  35. A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role LabelingDiego Marcheggiani, Anton Frolov, Ivan Titov23 citations · our summary
  36. The LMU System for the CoNLL-SIGMORPHON 2017 Shared Task on Universal Morphological ReinflectionKatharina Kann, Hinrich Schütze23 citations
  37. German in Flux: Detecting Metaphoric Change via Word EntropyDominik Schlechtweg, Stefanie Eckmann, Enrico Santus et al.22 citations
  38. Joint Prediction of Morphosyntactic Categories for Fine-Grained Arabic Part-of-Speech Tagging Exploiting Tag Dictionary InformationGo Inoue, Hiroyuki Shindo, Yuji Matsumoto21 citations · our summary
  39. Morphological Inflection Generation with Multi-space Variational Encoder-DecodersChunting Zhou, Graham Neubig20 citations
  40. Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder NetworksVan-Khanh Tran, Le-Minh Nguyen19 citations
  41. A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency ParsingDat Quoc Nguyen, Mark Dras, Mark Johnson18 citations
  42. Neural Sequence-to-sequence Learning of Internal Word StructureTatyana Ruzsics, Tanja Samardžić18 citations
  43. The HIT-SCIR System for End-to-End Parsing of Universal DependenciesWanxiang Che, Jiang Guo, Yuxuan Wang et al.18 citations
  44. A Joint Model for Semantic Sequences: Frames, Entities, SentimentsHaoruo Peng, Snigdha Chaturvedi, Dan Roth17 citations
  45. If you can't beat them, join them: the University of Alberta system descriptionGarrett Nicolai, Bradley Hauer, Mohammad Motallebi et al.12 citations
  46. Automatic Selection of Context Configurations for Improved Class-Specific Word RepresentationsIvan Vulić, Roy Schwartz, Ari Rappoport et al.11 citations
  47. The ParisNLP entry at the ConLL UD Shared Task 2017: A Tale of a \#ParsingTragedyÉric de La Clergerie, Benoît Sagot, Djamé Seddah11 citations
  48. A System for Multilingual Dependency Parsing based on Bidirectional LSTM Feature RepresentationsKyungTae Lim, Thierry Poibeau10 citations
  49. An Artificial Language Evaluation of Distributional Semantic ModelsFatemeh Torabi Asr, Michael Jones10 citations
  50. RACAI's Natural Language Processing pipeline for Universal DependenciesStefan Daniel Dumitrescu, Tiberiu Boros, Dan Tufis10 citations
  51. A Transition-based System for Universal Dependency ParsingHao Wang, Hai Zhao, Zhisong Zhang9 citations
  52. A non-projective greedy dependency parser with bidirectional LSTMsDavid Vilares, Carlos Gómez-Rodríguez8 citations · our summary
  53. Modeling Context Words as Regions: An Ordinal Regression Approach to Word EmbeddingShoaib Jameel, Steven Schockaert8 citations
  54. Tell Me Why: Using Question Answering as Distant Supervision for Answer JustificationRebecca Sharp, Mihai Surdeanu, Peter Jansen et al.8 citations
  55. Leveraging Eventive Information for Better Metaphor Detection and ClassificationI-Hsuan Chen, Yunfei Long, Qin Lu et al.7 citations
  56. A Probabilistic Generative Grammar for Semantic ParsingAbulhair Saparov, Vijay Saraswat, Tom Mitchell6 citations
  57. A Semi-universal Pipelined Approach to the CoNLL 2017 UD Shared TaskHiroshi Kanayama, Masayasu Muraoka, Katsumasa Yoshikawa6 citations
  58. LIMSI@CoNLL'17: UD Shared TaskLauriane Aufrant, Guillaume Wisniewski, François Yvon6 citations · our summary
  59. UParse: the Edinburgh system for the CoNLL 2017 UD shared taskClara Vania, Xingxing Zhang, Adam Lopez6 citations
  60. A non-DNN Feature Engineering Approach to Dependency Parsing – FBAML at CoNLL 2017 Shared TaskXian Qian, Yang Liu5 citations
  61. A rule-based system for cross-lingual parsing of Romance languages with Universal DependenciesMarcos Garcia, Pablo Gamallo5 citations
  62. Delexicalized transfer parsing for low-resource languages using transformed and combined treebanksAyan Das, Affan Zaffar, Sudeshna Sarkar5 citations
  63. Experiments on Morphological Reinflection: CoNLL-2017 Shared TaskAkhilesh Sudhakar, Anil Kumar Singh5 citations
  64. Character Sequence-to-Sequence Model with Global Attention for Universal Morphological ReinflectionQile Zhu, Yanjun Li, Xiaolin Li4 citations
  65. Parsing with Context EmbeddingsÖmer Kırnap, Berkay Furkan Önder, Deniz Yuret4 citations
  66. Seq2seq for Morphological Reinflection: When Deep Learning FailsHajime Senuma, Akiko Aizawa4 citations
  67. The parse is darc and full of errors: Universal dependency parsing with transition-based and graph-based algorithmsKuan Yu, Pavel Sofroniev, Erik Schill et al.4 citations · our summary
  68. TurkuNLP: Delexicalized Pre-training of Word Embeddings for Dependency ParsingJenna Kanerva, Juhani Luotolahti, Filip Ginter4 citations
  69. A phoneme clustering algorithm based on the obligatory contour principleMans Hulden3 citations
  70. Corpus Selection Approaches for Multilingual Parsing from Raw Text to Universal DependenciesRyan Hornby, Clark Taylor, Jungyeul Park3 citations
  71. Knowledge Tracing in Sequential Learning of Inflected VocabularyAdithya Renduchintala, Philipp Koehn, Jason Eisner3 citations
  72. Learning Contextual Embeddings for Structural Semantic Similarity using Categorical InformationMassimo Nicosia, Alessandro Moschitti3 citations
  73. Multi-Model and Crosslingual Dependency AnalysisJohannes Heinecke, Munshi Asadullah3 citations
  74. Optimizing Differentiable Relaxations of Coreference Evaluation MetricsPhong Le, Ivan Titov3 citations
  75. SU-RUG at the CoNLL-SIGMORPHON 2017 shared task: Morphological Inflection with Attentional Sequence-to-Sequence ModelsRobert Östling, Johannes Bjerva3 citations
  76. The Covert Helps Parse the OvertXun Zhang, Weiwei Sun, Xiaojun Wan3 citations
  77. A Fast and Lightweight System for Multilingual Dependency ParsingTao Ji, Yuanbin Wu, Man Lan2 citations
  78. Parsing for Grammatical Relations via Graph MergingWeiwei Sun, Yantao Du, Xiaojun Wan2 citations
  79. Should Neural Network Architecture Reflect Linguistic Structure?Chris Dyer2 citations
  80. Collaborative Partitioning for Coreference ResolutionOlga Uryupina, Alessandro Moschitti1 citation
  81. Initial Explorations of CCG Supertagging for Universal Dependency ParsingBurak Kerim Akkus, Heval Azizoglu, Ruket Cakici1 citation · our summary
  82. CLCL (Geneva) DINN Parser: a Neural Network Dependency Parser Ten Years LaterChristophe Moor, Paola Merlo, James Henderson et al.
  83. ISI at the SIGMORPHON 2017 Shared Task on Morphological ReinflectionAbhisek Chakrabarty, Utpal Garain
  84. Rational Distortions of Learners' Linguistic InputNaomi Feldman
  85. Top-Rank Enhanced Listwise Optimization for Statistical Machine TranslationHuadong Chen, Shujian Huang, David Chiang et al.
  86. Universal Joint Morph-Syntactic Processing: The Open University of Israel's Submission to The CoNLL 2017 Shared TaskAmir More, Reut Tsarfatyour summary

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