Deep Learning

A Maximum Likelihood Approach to Deep Neural Network Based Nonlinear Spectral Mapping for Single-Channel Speech Separation Interspeech 2017 A Mention-Ranking Model for Abstract Anaphora Resolution EMNLP 2017 A Mostly Data-Driven Approach to Inverse Text Normalization Interspeech 2017 AMR Parsing using Stack-LSTMs EMNLP 2017 A multi-agent reinforcement learning model of common-pool resource appropriation NeurIPS 2017 A Multilayer Perceptron based Ensemble Technique for Fine-grained Financial Sentiment Analysis EMNLP 2017 A Multi-task Approach to Predict Likability of Books EACL 2017 An Affect Prediction Approach Through Depression Severity Parameter Incorporation in Neural Networks Interspeech 2017 Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems NeurIPS 2017 An Analysis of “Attention” in Sequence-to-Sequence Models Interspeech 2017 An Attention-based Regression Model for Grounding Textual Phrases in Images IJCAI 2017 AnchorNet: A Weakly Supervised Network to Learn Geometry-Sensitive Features for Semantic Matching CVPR 2017 An Empirical Comparison of Domain Adaptation Methods for Neural Machine Translation ACL 2017 An empirical study on the effectiveness of images in Multimodal Neural Machine Translation EMNLP 2017 An Empirical Study on The Properties of Random Bases for Kernel Methods NeurIPS 2017 An End-to-End Deep Framework for Answer Triggering with a Novel Group-Level Objective EMNLP 2017 An ‘End-to-Evolution’ Hybrid Approach for Snore Sound Classification Interspeech 2017 An Ensemble Method with Sentiment Features and Clustering Support IJCNLP 2017 A Network-based End-to-End Trainable Task-oriented Dialogue System EACL 2017 A Neural Language Model for Dynamically Representing the Meanings of Unknown Words and Entities in a Discourse IJCNLP 2017 A Neural Local Coherence Model ACL 2017 A Neural Model for Joint Event Detection and Summarization IJCAI 2017 A Neural Model for User Geolocation and Lexical Dialectology ACL 2017 A neuromorphic controller for a robotic vehicle equipped with a dynamic vision sensor RSS 2017 A New Representation of Skeleton Sequences for 3D Action Recognition CVPR 2017