Deep Learning

A Comparison of Sequence-to-Sequence Models for Speech Recognition Interspeech 2017 A Convolutional Encoder Model for Neural Machine Translation ACL 2017 A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue EACL 2017 Addressing the Data Sparsity Issue in Neural AMR Parsing EACL 2017 Affect-LM: A Neural Language Model for Customizable Affective Text Generation ACL 2017 Aggressive Deep Driving: Combining Convolutional Neural Networks and Model Predictive Control CoRL 2017 A Hierarchical Neural Model for Learning Sequences of Dialogue Acts EACL 2017 Alibaba at IJCNLP-2017 Task 1: Embedding Grammatical Features into LSTMs for Chinese Grammatical Error Diagnosis Task IJCNLP 2017 A Mention-Ranking Model for Abstract Anaphora Resolution EMNLP 2017 A Neural Local Coherence Model ACL 2017 An HMM/DNN Comparison for Synchronized Text-to-Speech and Tongue Motion Synthesis Interspeech 2017 An inner-loop free solution to inverse problems using deep neural networks NeurIPS 2017 A Sensitivity Analysis of (and Practitioners’ Guide to) Convolutional Neural Networks for Sentence Classification IJCNLP 2017 A Study of Style in Machine Translation: Controlling the Formality of Machine Translation Output EMNLP 2017 Attention Based CLDNNs for Short-Duration Acoustic Scene Classification Interspeech 2017 Audio Replay Attack Detection with Deep Learning Frameworks Interspeech 2017 A Unified Framework for Structured Prediction: From Theory to Practice EMNLP 2017 Binaural Reverberant Speech Separation Based on Deep Neural Networks Interspeech 2017 Boosting Neural Machine Translation IJCNLP 2017 Capturing User and Product Information for Document Level Sentiment Analysis with Deep Memory Network EMNLP 2017 Computational Sarcasm EMNLP 2017 Confusion Graph: Detecting Confusion Communities in Large Scale Image Classification IJCAI 2017 Countermeasures for Automatic Speaker Verification Replay Spoofing Attack : On Data Augmentation, Feature Representation, Classification and Fusion Interspeech 2017 CTC in the Context of Generalized Full-Sum HMM Training Interspeech 2017 Cutting-off Redundant Repeating Generations for Neural Abstractive Summarization EACL 2017