Neural Networks

Distribution-Specific Hardness of Learning Neural Networks JMLR 2018 Divide and Conquer Networks ICLR 2018 DM_NLP at SemEval-2018 Task 8: neural sequence labeling with linguistic features SemEval 2018 DNN-based Speech Synthesis for Small Data Sets Considering Bidirectional Speech-Text Conversion Interspeech 2018 Do Character-Level Neural Network Language Models Capture Knowledge of Multiword Expression Compositionality? COLING 2018 Document Context Neural Machine Translation with Memory Networks ACL 2018 Does it care what you asked? Understanding Importance of Verbs in Deep Learning QA System EMNLP 2018 Do explanations make VQA models more predictable to a human? EMNLP 2018 Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items EMNLP 2018 Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization EMNLP 2018 Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction ACL 2018 Double Path Networks for Sequence to Sequence Learning COLING 2018 Doubly Aligned Incomplete Multi-view Clustering IJCAI 2018 DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference NAACL 2018 Dual Fixed-Size Ordinally Forgetting Encoding (FOFE) for Competitive Neural Language Models EMNLP 2018 Dual Latent Variable Model for Low-Resource Natural Language Generation in Dialogue Systems CoNLL 2018 Dual Memory Network Model for Biased Product Review Classification EMNLP 2018 Dynamical Isometry and a Mean Field Theory of CNNs: How to Train 10,000-Layer Vanilla Convolutional Neural Networks ICML 2018 Dynamical Isometry and a Mean Field Theory of RNNs: Gating Enables Signal Propagation in Recurrent Neural Networks ICML 2018 Dynamic Evaluation of Neural Sequence Models ICML 2018 Dynamic Feature Selection with Attention in Incremental Parsing COLING 2018 Dynamic Neural Program Embeddings for Program Repair ICLR 2018 Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks CVPR 2018 Dysarthric Speech Recognition Using Convolutional LSTM Neural Network Interspeech 2018 ECNU at SemEval-2018 Task 11: Using Deep Learning Method to Address Machine Comprehension Task SemEval 2018