Neural Networks

Exemplar Encoder-Decoder for Neural Conversation Generation ACL 2018 Explainable Prediction of Medical Codes from Clinical Text NAACL 2018 Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules? EMNLP 2018 Explaining non-linear Classifier Decisions within Kernel-based Deep Architectures EMNLP 2018 Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives NeurIPS 2018 Explicitly modeling case improves neural dependency parsing EMNLP 2018 Exploiting Attention to Reveal Shortcomings in Memory Models EMNLP 2018 Exploiting Contextual Information via Dynamic Memory Network for Event Detection EMNLP 2018 Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning EMNLP 2018 Exploring Encoder-Decoder Model for Distant Supervised Relation Extraction IJCAI 2018 Exploring How Phone Classification Neural Networks Learn Phonetic Information by Visualising and Interpreting Bottleneck Features Interspeech 2018 Exploring Optimism and Pessimism in Twitter Using Deep Learning EMNLP 2018 Exploring Spatio-Temporal Representations by Integrating Attention-based Bidirectional-LSTM-RNNs and FCNs for Speech Emotion Recognition Interspeech 2018 Expressive power of recurrent neural networks ICLR 2018 Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples ICML 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 Fast 3D Modeling with Approximated Convolutional Kernels CoRL 2018 Fast and Accurate Reordering with ITG Transition RNN COLING 2018 Fast Dynamic Convolutional Neural Networks for Visual Tracking ACML 2018 Faster Neural Networks Straight from JPEG NeurIPS 2018 Fast generalization error bound of deep learning from a kernel perspective AISTATS 2018 Fast Language Adaptation Using Phonological Information Interspeech 2018 Feature Representation of Short Utterances Based on Knowledge Distillation for Spoken Language Identification Interspeech 2018 Feedback-Prop: Convolutional Neural Network Inference Under Partial Evidence CVPR 2018