Architectures

A PAC-Bayesian Approach to Spectrally-Normalized Margin Bounds for Neural Networks ICLR 2018 A Perceptual Measure for Deep Single Image Camera Calibration CVPR 2018 A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis COLING 2018 A POS Tagging Model Adapted to Learner English EMNLP 2018 Appearance-and-Relation Networks for Video Classification CVPR 2018 Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task NAACL 2018 Approximating Real-Time Recurrent Learning with Random Kronecker Factors NeurIPS 2018 A Predictive Model for Notional Anaphora in English NAACL 2018 Are All Languages Equally Hard to Language-Model? NAACL 2018 A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization IJCAI 2018 Are ResNets Provably Better than Linear Predictors? NeurIPS 2018 Argument Component Classification for Classroom Discussions EMNLP 2018 Articulation-to-Speech Synthesis Using Articulatory Flesh Point Sensors’ Orientation Information Interspeech 2018 Articulatory and Stacked Bottleneck Features for Low Resource Speech Recognition Interspeech 2018 Articulatory Feature Classification Using Convolutional Neural Networks Interspeech 2018 Articulatory Features for ASR of Pathological Speech Interspeech 2018 Art of Singular Vectors and Universal Adversarial Perturbations CVPR 2018 A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding NAACL 2018 A Self-Attentive Hierarchical Model for Jointly Improving Text Summarization and Sentiment Classification ACML 2018 A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding EMNLP 2018 A Sequence Learning Method for Domain-Specific Entity Linking ACL 2018 A Sequence-to-Sequence Model for Semantic Role Labeling ACL 2018 A Shared Attention Mechanism for Interpretation of Neural Automatic Post-Editing Systems ACL 2018 A Simple and Effective Approach to the Story Cloze Test NAACL 2018 A Simple Convolutional Neural Network for Accurate P300 Detection and Character Spelling in Brain Computer Interface IJCAI 2018