Deep Learning

Exploiting Deep Representations for Neural Machine Translation EMNLP 2018 Exploiting Document Knowledge for Aspect-level Sentiment Classification ACL 2018 Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks NAACL 2018 Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search ICML 2018 Exploit the Unknown Gradually: One-Shot Video-Based Person Re-Identification by Stepwise Learning CVPR 2018 Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning EMNLP 2018 Exploring Disentangled Feature Representation Beyond Face Identification CVPR 2018 Exploring Encoder-Decoder Model for Distant Supervised Relation Extraction IJCAI 2018 Exploring Hidden Dimensions in Accelerating Convolutional Neural Networks ICML 2018 Exploring How Phone Classification Neural Networks Learn Phonetic Information by Visualising and Interpreting Bottleneck Features Interspeech 2018 Exploring Named Entity Recognition As an Auxiliary Task for Slot Filling in Conversational Language Understanding EMNLP 2018 Exploring Optimism and Pessimism in Twitter Using Deep Learning EMNLP 2018 Exploring Recombination for Efficient Decoding of Neural Machine Translation EMNLP 2018 Exploring Spatio-Temporal Representations by Integrating Attention-based Bidirectional-LSTM-RNNs and FCNs for Speech Emotion Recognition Interspeech 2018 Exponentially Weighted Imitation Learning for Batched Historical Data NeurIPS 2018 Expressive power of recurrent neural networks ICLR 2018 Extracting Action Sequences from Texts Based on Deep Reinforcement Learning IJCAI 2018 Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples ICML 2018 Extracting Entities and Relations with Joint Minimum Risk Training EMNLP 2018 Extracting Invariant Features From Images Using An Equivariant Autoencoder ACML 2018 Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation COLING 2018 Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism ACL 2018 Extracting Relationships by Multi-Domain Matching NeurIPS 2018 Extracting Syntactic Trees from Transformer Encoder Self-Attentions EMNLP 2018 Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks ACL 2018