Deep Learning

An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters EACL 2017 An Exploration of Data Augmentation and RNN Architectures for Question Ranking in Community Question Answering IJCNLP 2017 An Extensive Empirical Evaluation of Character-Based Morphological Tagging for 14 Languages EACL 2017 An HMM/DNN Comparison for Synchronized Text-to-Speech and Tongue Motion Synthesis Interspeech 2017 A-NICE-MC: Adversarial Training for MCMC NeurIPS 2017 An inner-loop free solution to inverse problems using deep neural networks NeurIPS 2017 An Insight Extraction System on BioMedical Literature with Deep Neural Networks EMNLP 2017 An Investigation of Deep Neural Networks for Multilingual Speech Recognition Training and Adaptation Interspeech 2017 Annealed f-Smoothing as a Mechanism to Speed up Neural Network Training Interspeech 2017 Annotating Object Instances With a Polygon-RNN CVPR 2017 A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting CVPR 2017 A non-projective greedy dependency parser with bidirectional LSTMs CoNLL 2017 A Novel Cascade Model for Learning Latent Similarity from Heterogeneous Sequential Data of MOOC EMNLP 2017 A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing CoNLL 2017 An Unsupervised Neural Attention Model for Aspect Extraction ACL 2017 A Phonological Phrase Sequence Modelling Approach for Resource Efficient and Robust Real-Time Punctuation Recovery Interspeech 2017 A Point Set Generation Network for 3D Object Reconstruction From a Single Image CVPR 2017 Applying Multi-Sense Embeddings for German Verbs to Determine Semantic Relatedness and to Detect Non-Literal Language EACL 2017 Approaching Human Performance in Behavior Estimation in Couples Therapy Using Deep Sentence Embeddings Interspeech 2017 A Probabilistic Framework for Nonlinearities in Stochastic Neural Networks NeurIPS 2017 A Progressive Learning Approach to Chinese SRL Using Heterogeneous Data ACL 2017 A Question Answering Approach for Emotion Cause Extraction EMNLP 2017 Areal and Phylogenetic Features for Multilingual Speech Synthesis Interspeech 2017 A Recurrent Neural Model with Attention for the Recognition of Chinese Implicit Discourse Relations ACL 2017 Are Emojis Predictable? EACL 2017