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Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning
Stefan Riezler | Yoav Goldberg

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Computational Natural Language Learning: +-20years +-Data +-Features +-Multimodal +-Bioplausible
David Powers

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Generating Sentences from a Continuous Space
Samuel R. Bowman | Luke Vilnis | Oriol Vinyals | Andrew Dai | Rafal Jozefowicz | Samy Bengio

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Identifying Temporal Orientation of Word Senses
Mohammed Hasanuzzaman | Gaël Dias | Stéphane Ferrari | Yann Mathet | Andy Way

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Semi-supervised Clustering for Short Text via Deep Representation Learning
Zhiguo Wang | Haitao Mi | Abraham Ittycheriah

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Neighborhood Mixture Model for Knowledge Base Completion
Dat Quoc Nguyen | Kairit Sirts | Lizhen Qu | Mark Johnson

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context2vec: Learning Generic Context Embedding with Bidirectional LSTM
Oren Melamud | Jacob Goldberger | Ido Dagan

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Learning to Jointly Predict Ellipsis and Comparison Structures
Omid Bakhshandeh | Alexis Cornelia Wellwood | James Allen

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Event Embeddings for Semantic Script Modeling
Ashutosh Modi

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Beyond Centrality and Structural Features: Learning Information Importance for Text Summarization
Markus Zopf | Eneldo Loza Mencía | Johannes Fürnkranz

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Incremental Prediction of Sentence-final Verbs: Humans versus Machines
Alvin Grissom II | Naho Orita | Jordan Boyd-Graber

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A Data-driven Investigation of Corrective Feedback on Subject Omission Errors in First Language Acquisition
Sarah Hiller | Raquel Fernández

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Redefining part-of-speech classes with distributional semantic models
Andrey Kutuzov | Erik Velldal | Lilja Øvrelid

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Analyzing Learner Understanding of Novel L2 Vocabulary
Rebecca Knowles | Adithya Renduchintala | Philipp Koehn | Jason Eisner

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Modeling language evolution with codes that utilize context and phonetic features
Javad Nouri | Roman Yangarber

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Harnessing Sequence Labeling for Sarcasm Detection in Dialogue from TV Series ‘Friends’
Aditya Joshi | Vaibhav Tripathi | Pushpak Bhattacharyya | Mark J. Carman

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Leveraging Cognitive Features for Sentiment Analysis
Abhijit Mishra | Diptesh Kanojia | Seema Nagar | Kuntal Dey | Pushpak Bhattacharyya

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Modelling Context with User Embeddings for Sarcasm Detection in Social Media
Silvio Amir | Byron C. Wallace | Hao Lyu | Paula Carvalho | Mário J. Silva

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Learning when to trust distant supervision: An application to low-resource POS tagging using cross-lingual projection
Meng Fang | Trevor Cohn

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Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs
Swabha Swayamdipta | Miguel Ballesteros | Chris Dyer | Noah A. Smith

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Beyond Prefix-Based Interactive Translation Prediction
Jesús González-Rubio | Daniel Ortiz-Martínez | Francisco Casacuberta | José Miguel Benedi Ruiz

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Exploring Prediction Uncertainty in Machine Translation Quality Estimation
Daniel Beck | Lucia Specia | Trevor Cohn

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Cross-Lingual Named Entity Recognition via Wikification
Chen-Tse Tsai | Stephen Mayhew | Dan Roth

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Coreference in Wikipedia: Main Concept Resolution
Abbas Ghaddar | Phillippe Langlais

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Event Linking with Sentential Features from Convolutional Neural Networks
Sebastian Krause | Feiyu Xu | Hans Uszkoreit | Dirk Weissenborn

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Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation
Ikuya Yamada | Hiroyuki Shindo | Hideaki Takeda | Yoshiyasu Takefuji

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Entity Disambiguation by Knowledge and Text Jointly Embedding
Wei Fang | Jianwen Zhang | Dilin Wang | Zheng Chen | Ming Li

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Substring-based unsupervised transliteration with phonetic and contextual knowledge
Anoop Kunchukuttan | Pushpak Bhattacharyya | Mitesh M. Khapra

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Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond
Ramesh Nallapati | Bowen Zhou | Cicero dos Santos | Çağlar Gu̇lçehre | Bing Xiang

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Compression of Neural Machine Translation Models via Pruning
Abigail See | Minh-Thang Luong | Christopher D. Manning

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Modelling the Usage of Discourse Connectives as Rational Speech Acts
Frances Yung | Kevin Duh | Taku Komura | Yuji Matsumoto

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Semi-supervised Convolutional Networks for Translation Adaptation with Tiny Amount of In-domain Data
Boxing Chen | Fei Huang