Representation Learning

Simple and Effective Text Simplification Using Semantic and Neural Methods ACL 2018 Simultaneous Clustering and Ranking from Pairwise Comparisons IJCAI 2018 Singing Voice Phoneme Segmentation by Hierarchically Inferring Syllable and Phoneme Onset Positions Interspeech 2018 Single-channel Late Reverberation Power Spectral Density Estimation Using Denoising Autoencoders Interspeech 2018 Single-channel Speech Dereverberation via Generative Adversarial Training Interspeech 2018 SINT++: Robust Visual Tracking via Adversarial Positive Instance Generation CVPR 2018 SIRIUS-LTG-UiO at SemEval-2018 Task 7: Convolutional Neural Networks with Shortest Dependency Paths for Semantic Relation Extraction and Classification in Scientific Papers SemEval 2018 Size-Noise Tradeoffs in Generative Networks NeurIPS 2018 Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation ACL 2018 Some of Them Can be Guessed! Exploring the Effect of Linguistic Context in Predicting Quantifiers ACL 2018 Sparse and Constrained Attention for Neural Machine Translation ACL 2018 SParse: Koç University Graph-Based Parsing System for the CoNLL 2018 Shared Task CoNLL 2018 Sparse Learning in Gaussian Chain Graphs for State Space Models PGM 2018 Sparse PCA from Sparse Linear Regression NeurIPS 2018 Sparsity-Constrained Weight Mapping for Head-Related Transfer Functions Individualization from Anthropometric Features Interspeech 2018 Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting IJCAI 2018 Speaker and Language Recognition -- From Laboratory Technologies to the Wild Interspeech 2018 Speaker Embedding Extraction with Phonetic Information Interspeech 2018 Specialising Word Vectors for Lexical Entailment NAACL 2018 Spectral Filtering for General Linear Dynamical Systems NeurIPS 2018 Speech Emotion Recognition from Variable-Length Inputs with Triplet Loss Function Interspeech 2018 Speech Processing in the Human Brain Meets Deep Learning Interspeech 2018 Speech Source Separation Using ICA in Constant Q Transform Domain Interspeech 2018 Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding ACL 2018 Split and Rephrase: Better Evaluation and Stronger Baselines ACL 2018