Representation Learning

A Tight Bound of Hard Thresholding JMLR 2018 A Transition-Based Algorithm for Unrestricted AMR Parsing NAACL 2018 A Trio Neural Model for Dynamic Entity Relatedness Ranking CoNLL 2018 Attention in Convolutional LSTM for Gesture Recognition NeurIPS 2018 Attributed and Predictive Entity Embedding for Fine-Grained Entity Typing in Knowledge Bases COLING 2018 A Two-Stage Approach to Noisy Cochannel Speech Separation with Gated Residual Networks Interspeech 2018 A Two-Step Disentanglement Method CVPR 2018 auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks JMLR 2018 Audio-visual Voice Conversion Using Deep Canonical Correlation Analysis for Deep Bottleneck Features Interspeech 2018 Auditory Filterbank Learning for Temporal Modulation Features in Replay Spoof Speech Detection Interspeech 2018 A Unified Framework for Nonconvex Low-Rank plus Sparse Matrix Recovery AISTATS 2018 A Unified Framework for Structured Low-rank Matrix Learning ICML 2018 Automatically Linking Lexical Resources with Word Sense Embedding Models COLING 2018 Automatic Assessment of Individual Culture Attribute of Power Distance Using a Social Context-Enhanced Prosodic Network Representation Interspeech 2018 Automatic Gating of Attributes in Deep Structure IJCAI 2018 Autoregressive Quantile Networks for Generative Modeling ICML 2018 A Walk-based Model on Entity Graphs for Relation Extraction ACL 2018 A Wearable Device for Online and Long-Term ECG Monitoring IJCAI 2018 A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification EMNLP 2018 Bag-of-Words as Target for Neural Machine Translation ACL 2018 Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech Interspeech 2018 Baseline: A Library for Rapid Modeling, Experimentation and Development of Deep Learning Algorithms targeting NLP ACL 2018 Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms ACL 2018 Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity EMNLP 2018 Beyond Grids: Learning Graph Representations for Visual Recognition NeurIPS 2018