Deep Learning

Adaptive Learning of Local Semantic and Global Structure Representations for Text Classification COLING 2018 Adaptive Methods for Nonconvex Optimization NeurIPS 2018 Adaptive Multi-pass Decoder for Neural Machine Translation EMNLP 2018 Adaptive Negative Curvature Descent with Applications in Non-convex Optimization NeurIPS 2018 Adaptive Path-Integral Autoencoders: Representation Learning and Planning for Dynamical Systems NeurIPS 2018 Adaptive Quantization of Neural Networks ICLR 2018 Adaptive Sampling Towards Fast Graph Representation Learning NeurIPS 2018 Adaptive Scaling for Sparse Detection in Information Extraction ACL 2018 Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models NeurIPS 2018 A Data Driven Approach to Predicting Rating Scores for New Restaurants ACML 2018 Addressing Troublesome Words in Neural Machine Translation EMNLP 2018 A Deep Dive into Word Sense Disambiguation with LSTM COLING 2018 A Deep Ensemble Model with Slot Alignment for Sequence-to-Sequence Natural Language Generation NAACL 2018 A Deeper Look at Power Normalizations CVPR 2018 A Deep Generative Model of Vowel Formant Typology NAACL 2018 A Deep Identity Representation for Noise Robust Spoofing Detection Interspeech 2018 A Deep Learning Approach to Assessing Non-native Pronunciation of English Using Phone Distances Interspeech 2018 A Deep Learning Based Approach to Transliteration ACL 2018 A Deep Learning Method for Pathological Voice Detection Using Convolutional Deep Belief Networks Interspeech 2018 A Deep Neural Network Based Harmonic Noise Model for Speech Enhancement Interspeech 2018 A Deep Neural Network Sentence Level Classification Method with Context Information EMNLP 2018 A Deep Reinforced Model for Abstractive Summarization ICLR 2018 A Distributional and Orthographic Aggregation Model for English Derivational Morphology ACL 2018 ADMM and Accelerated ADMM as Continuous Dynamical Systems ICML 2018 A Document Descriptor using Covariance of Word Vectors ACL 2018