Deep Learning

AllenNLP: A Deep Semantic Natural Language Processing Platform ACL 2018 All-Neural Multi-Channel Speech Enhancement Interspeech 2018 A loss framework for calibrated anomaly detection NeurIPS 2018 A LSTM Approach with Sub-Word Embeddings for Mongolian Phrase Break Prediction COLING 2018 Alternating Multi-bit Quantization for Recurrent Neural Networks ICLR 2018 A Machine Translation Approach for Modernizing Historical Documents Using Backtranslation EMNLP 2018 AmbientGAN: Generative models from lossy measurements ICLR 2018 A Memory Network Approach for Story-Based Temporal Summarization of 360° Videos CVPR 2018 A Mixed Hierarchical Attention Based Encoder-Decoder Approach for Standard Table Summarization NAACL 2018 Amobee at IEST 2018: Transfer Learning from Language Models EMNLP 2018 Amortized Inference Regularization NeurIPS 2018 AmritaNLP at SemEval-2018 Task 10: Capturing discriminative attributes using convolution neural network over global vector representation. SemEval 2018 AMR Parsing as Graph Prediction with Latent Alignment ACL 2018 A Multi-Attention based Neural Network with External Knowledge for Story Ending Predicting Task COLING 2018 A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling ACL 2018 A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification ACL 2018 A Multi-task Approach to Learning Multilingual Representations ACL 2018 A Multitask Learning Approach to Assess the Dysarthria Severity in Patients with Parkinson's Disease Interspeech 2018 An Adaptive Hierarchical Compositional Model for Phrase Embedding IJCAI 2018 Analogical Reasoning on Chinese Morphological and Semantic Relations ACL 2018 Analysis of Language Dependent Front-End for Speaker Recognition Interspeech 2018 Analytic Expressions for Probabilistic Moments of PL-DNN With Gaussian Input CVPR 2018 Analyzing Filters Toward Efficient ConvNet CVPR 2018 Analyzing Knowledge Distillation in Neural Machine Translation EMNLP 2018 Analyzing Learned Representations of a Deep ASR Performance Prediction Model EMNLP 2018