Deep Learning

Using Monolingual Data in Neural Machine Translation: a Systematic Study EMNLP 2018 Using Morphological Knowledge in Open-Vocabulary Neural Language Models NAACL 2018 Using Neural Transfer Learning for Morpho-syntactic Tagging of South-Slavic Languages Tweets COLING 2018 Using Paraphrasing and Memory-Augmented Models to Combat Data Sparsity in Question Interpretation with a Virtual Patient Dialogue System NAACL 2018 Using Prosodic and Lexical Information for Learning Utterance-level Behaviors in Psychotherapy Interspeech 2018 Using pseudo-senses for improving the extraction of synonyms from word embeddings ACL 2018 Using Shifted Real Spectrum Mask as Training Target for Supervised Speech Separation Interspeech 2018 Using Spoken Word Posterior Features in Neural Machine Translation EMNLP 2018 Using Trusted Data to Train Deep Networks on Labels Corrupted by Severe Noise NeurIPS 2018 Using Wikipedia Edits in Low Resource Grammatical Error Correction EMNLP 2018 UTFPR at IEST 2018: Exploring Character-to-Word Composition for Emotion Analysis EMNLP 2018 UV-GAN: Adversarial Facial UV Map Completion for Pose-Invariant Face Recognition CVPR 2018 UWB at IEST 2018: Emotion Prediction in Tweets with Bidirectional Long Short-Term Memory Neural Network EMNLP 2018 UZH@SMM4H: System Descriptions EMNLP 2018 V2V-PoseNet: Voxel-to-Voxel Prediction Network for Accurate 3D Hand and Human Pose Estimation From a Single Depth Map CVPR 2018 VAE with a VampPrior AISTATS 2018 Variance-Reduced Stochastic Gradient Descent on Streaming Data NeurIPS 2018 Variational Attention for Sequence-to-Sequence Models COLING 2018 Variational Autoencoders for Deforming 3D Mesh Models CVPR 2018 Variational Autoencoders for Learning Latent Representations of Speech Emotion: A Preliminary Study Interspeech 2018 Variational Autoregressive Decoder for Neural Response Generation EMNLP 2018 Variational Bayesian dropout: pitfalls and fixes ICML 2018 Variational image compression with a scale hyperprior ICLR 2018 Variational Inference and Deep Generative Models ACL 2018 Variational Inference and Model Selection with Generalized Evidence Bounds ICML 2018