Papers
Harnessing Sequence Labeling for Sarcasm Detection in Dialogue from TV Series ‘Friends’
Aditya Joshi, Vaibhav Tripathi, Pushpak Bhattacharyya et al.
Modeling language evolution with codes that utilize context and phonetic features
Javad Nouri, Roman Yangarber
Analyzing Learner Understanding of Novel L2 Vocabulary
Rebecca Knowles, Adithya Renduchintala, Philipp Koehn et al.
Redefining part-of-speech classes with distributional semantic models
Andrey Kutuzov, Erik Velldal, Lilja Øvrelid
A Data-driven Investigation of Corrective Feedback on Subject Omission Errors in First Language Acquisition
Sarah Hiller, Raquel Fernández
Incremental Prediction of Sentence-final Verbs: Humans versus Machines
Alvin Grissom II, Naho Orita, Jordan Boyd-Graber
Beyond Centrality and Structural Features: Learning Information Importance for Text Summarization
Markus Zopf, Eneldo Loza Mencía, Johannes Fürnkranz
Event Embeddings for Semantic Script Modeling
Ashutosh Modi
Learning to Jointly Predict Ellipsis and Comparison Structures
Omid Bakhshandeh, Alexis Cornelia Wellwood, James Allen
context2vec: Learning Generic Context Embedding with Bidirectional LSTM
Oren Melamud, Jacob Goldberger, Ido Dagan
Neighborhood Mixture Model for Knowledge Base Completion
Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu et al.
Semi-supervised Clustering for Short Text via Deep Representation Learning
Zhiguo Wang, Haitao Mi, Abraham Ittycheriah
Identifying Temporal Orientation of Word Senses
Mohammed Hasanuzzaman, Gaël Dias, Stéphane Ferrari et al.
Generating Sentences from a Continuous Space
Samuel R. Bowman, Luke Vilnis, Oriol Vinyals et al.
Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning
Stefan Riezler, Yoav Goldberg
First-order Methods for Geodesically Convex Optimization
Hongyi Zhang, Suvrit Sra
The Extended Littlestone’s Dimension for Learning with Mistakes and Abstentions
Chicheng Zhang, Kamalika Chaudhuri
Online learning in repeated auctions
Jonathan Weed, Vianney Perchet, Philippe Rigollet
A Guide to Learning Arithmetic Circuits
Ilya Volkovich
benefits of depth in neural networks
Matus Telgarsky
Memory, Communication, and Statistical Queries
Jacob Steinhardt, Gregory Valiant, Stefan Wager
Best-of-K-bandits
Max Simchowitz, Kevin Jamieson, Benjamin Recht
Interactive Algorithms: from Pool to Stream
Sivan Sabato, Tom Hess