Deep Learning

A mostly unlexicalized model for recognizing textual entailment EMNLP 2018 An Empirical Evaluation of Sketched SVD and its Application to Leverage Score Ordering ACML 2018 An End-to-End Deep Learning Framework for Speech Emotion Recognition of Atypical Individuals Interspeech 2018 Angular Softmax for Short-Duration Text-independent Speaker Verification Interspeech 2018 A Syntactically Constrained Bidirectional-Asynchronous Approach for Emotional Conversation Generation EMNLP 2018 A Transformer-Based Multi-Source Automatic Post-Editing System EMNLP 2018 Automatic Stance Detection Using End-to-End Memory Networks NAACL 2018 Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation EMNLP 2018 Black Box FDR ICML 2018 Causality Analysis of Twitter Sentiments and Stock Market Returns ACL 2018 Character-level Language Modeling with Gated Hierarchical Recurrent Neural Networks Interspeech 2018 Code-Mixed Question Answering Challenge: Crowd-sourcing Data and Techniques ACL 2018 Comparative Analysis of Neural QA models on SQuAD ACL 2018 Content Selection in Deep Learning Models of Summarization EMNLP 2018 Data-driven Onboard Scheduling for an Autonomous Observation Satellite IJCAI 2018 Deep contextualized word representations for detecting sarcasm and irony EMNLP 2018 Deep Convolutional Neural Network with Scalogram for Audio Scene Modeling Interspeech 2018 Deep Learning Techniques for Koala Activity Detection Interspeech 2018 Deep Neural Networks for Emotion Recognition Combining Audio and Transcripts Interspeech 2018 DFKI-MLT System Description for the WMT18 Automatic Post-editing Task EMNLP 2018 Differentiable Submodular Maximization IJCAI 2018 Disconnected Manifold Learning for Generative Adversarial Networks NeurIPS 2018 Dropout Training, Data-dependent Regularization, and Generalization Bounds ICML 2018 End-to-End Deep Kronecker-Product Matching for Person Re-Identification CVPR 2018 End-to-end Deep Neural Network Age Estimation Interspeech 2018