Papers
Semantic Role Labeling
Diego Marcheggiani, Michael Roth, Ivan Titov et al.
Semi-supervised Structured Prediction with Neural CRF Autoencoder
Xiao Zhang, Yong Jiang, Hao Peng et al.
Sentence Simplification with Deep Reinforcement Learning
Xingxing Zhang, Mirella Lapata
Sentiment Intensity Ranking among Adjectives Using Sentiment Bearing Word Embeddings
Raksha Sharma, Arpan Somani, Lakshya Kumar et al.
Sentiment Lexicon Expansion Based on Neural PU Learning, Double Dictionary Lookup, and Polarity Association
Yasheng Wang, Yang Zhang, Bing Liu
Sequence Effects in Crowdsourced Annotations
Nitika Mathur, Timothy Baldwin, Trevor Cohn
SGNMT – A Flexible NMT Decoding Platform for Quick Prototyping of New Models and Search Strategies
Felix Stahlberg, Eva Hasler, Danielle Saunders et al.
Shortest-Path Graph Kernels for Document Similarity
Giannis Nikolentzos, Polykarpos Meladianos, François Rousseau et al.
Sound-Word2Vec: Learning Word Representations Grounded in Sounds
Ashwin Vijayakumar, Ramakrishna Vedantam, Devi Parikh
Source-Side Left-to-Right or Target-Side Left-to-Right? An Empirical Comparison of Two Phrase-Based Decoding Algorithms
Yin-Wen Chang, Michael Collins
Sparse Communication for Distributed Gradient Descent
Alham Fikri Aji, Kenneth Heafield
Sparsity and Noise: Where Knowledge Graph Embeddings Fall Short
Jay Pujara, Eriq Augustine, Lise Getoor
Speaking, Seeing, Understanding: Correlating semantic models with conceptual representation in the brain
Luana Bulat, Stephen Clark, Ekaterina Shutova
Speech segmentation with a neural encoder model of working memory
Micha Elsner, Cory Shain
Speeding up Reinforcement Learning-based Information Extraction Training using Asynchronous Methods
Aditya Sharma, Zarana Parekh, Partha Talukdar
Split and Rephrase
Shashi Narayan, Claire Gardent, Shay B. Cohen et al.
Stack-based Multi-layer Attention for Transition-based Dependency Parsing
Zhirui Zhang, Shujie Liu, Mu Li et al.
Steering Output Style and Topic in Neural Response Generation
Di Wang, Nebojsa Jojic, Chris Brockett et al.
Story Comprehension for Predicting What Happens Next
Snigdha Chaturvedi, Haoruo Peng, Dan Roth
StruAP: A Tool for Bundling Linguistic Trees through Structure-based Abstract Pattern
Kohsuke Yanai, Misa Sato, Toshihiko Yanase et al.
Structural Embedding of Syntactic Trees for Machine Comprehension
Rui Liu, Junjie Hu, Wei Wei et al.
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
Alexis Conneau, Douwe Kiela, Holger Schwenk et al.
SupWSD: A Flexible Toolkit for Supervised Word Sense Disambiguation
Simone Papandrea, Alessandro Raganato, Claudio Delli Bovi