Representation Learning

Multi-task Attention-based Neural Networks for Implicit Discourse Relationship Representation and Identification EMNLP 2017 Multitask Learning with CTC and Segmental CRF for Speech Recognition Interspeech 2017 Multitask Sequence-to-Sequence Models for Grapheme-to-Phoneme Conversion Interspeech 2017 Multitask Spectral Learning of Weighted Automata NeurIPS 2017 Multivariate Gaussian Document Representation from Word Embeddings for Text Categorization EACL 2017 Multi-view Feature Learning with Discriminative Regularization IJCAI 2017 Multiview Representation Learning via Deep CCA for Silent Speech Recognition Interspeech 2017 MUSE: Modularizing Unsupervised Sense Embeddings EMNLP 2017 Natural Value Approximators: Learning when to Trust Past Estimates NeurIPS 2017 NCTU-NTUT at IJCNLP-2017 Task 2: Deep Phrase Embedding using bi-LSTMs for Valence-Arousal Ratings Prediction of Chinese Phrases IJCNLP 2017 Negative Sampling Improves Hypernymy Extraction Based on Projection Learning EACL 2017 Neural Architectures for Fine-grained Entity Type Classification EACL 2017 Neural Belief Tracker: Data-Driven Dialogue State Tracking ACL 2017 Neural Discourse Structure for Text Categorization ACL 2017 Neural Discrete Representation Learning NeurIPS 2017 Neural Expectation Maximization NeurIPS 2017 Neural Face Editing With Intrinsic Image Disentangling CVPR 2017 NeuralFDR: Learning Discovery Thresholds from Hypothesis Features NeurIPS 2017 Neural Joint Model for Transition-based Chinese Syntactic Analysis ACL 2017 Neural Machine Translation with Word Predictions EMNLP 2017 Neural Message Passing for Quantum Chemistry ICML 2017 Neural Modeling of Multi-Predicate Interactions for Japanese Predicate Argument Structure Analysis ACL 2017 Neural Net Models of Open-domain Discourse Coherence EMNLP 2017 Neural Probabilistic Model for Non-projective MST Parsing IJCNLP 2017 Neural system identification for large populations separating “what” and “where” NeurIPS 2017