Deep Learning

A Review on Deep Learning Techniques Applied to Answer Selection COLING 2018 Are You Talking to Me? Reasoned Visual Dialog Generation Through Adversarial Learning CVPR 2018 Argument Component Classification for Classroom Discussions EMNLP 2018 A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings ACL 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 Laplace Approximation for Neural Networks ICLR 2018 A Scalable Neural Shortlisting-Reranking Approach for Large-Scale Domain Classification in Natural Language Understanding NAACL 2018 ASe: Acoustic Scene Embedding Using Deep Archetypal Analysis and GMM Interspeech 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 Semantic Loss Function for Deep Learning with Symbolic Knowledge ICML 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 Cache Model for Image Recognition NeurIPS 2018 A Simple Convolutional Neural Network for Accurate P300 Detection and Character Spelling in Brain Computer Interface IJCAI 2018 A Simple End-to-End Question Answering Model for Product Information ACL 2018 A Simple Model for Detection of Rare Sound Events Interspeech 2018 A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks NeurIPS 2018 Aspect and Sentiment Aware Abstractive Review Summarization COLING 2018