Neural Networks

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 Local Coherence Model ACL 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 An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters EACL 2017 An Exploration of Data Augmentation and RNN Architectures for Question Ranking in Community Question Answering IJCNLP 2017 An Extensive Empirical Evaluation of Character-Based Morphological Tagging for 14 Languages EACL 2017 An inner-loop free solution to inverse problems using deep neural networks NeurIPS 2017 An Insight Extraction System on BioMedical Literature with Deep Neural Networks EMNLP 2017 An Investigation of Deep Neural Networks for Multilingual Speech Recognition Training and Adaptation Interspeech 2017 A non-projective greedy dependency parser with bidirectional LSTMs CoNLL 2017 A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing CoNLL 2017 A Phonological Phrase Sequence Modelling Approach for Resource Efficient and Robust Real-Time Punctuation Recovery Interspeech 2017 Applying Multi-Sense Embeddings for German Verbs to Determine Semantic Relatedness and to Detect Non-Literal Language EACL 2017 A Probabilistic Framework for Nonlinearities in Stochastic Neural Networks NeurIPS 2017 A Question Answering Approach for Emotion Cause Extraction EMNLP 2017 Areal and Phylogenetic Features for Multilingual Speech Synthesis Interspeech 2017 A Relevance Score Estimation for Spoken Term Detection Based on RNN-Generated Pronunciation Embeddings Interspeech 2017 A Rescoring Approach for Keyword Search Using Lattice Context Information Interspeech 2017 A Sensitivity Analysis of (and Practitioners’ Guide to) Convolutional Neural Networks for Sentence Classification IJCNLP 2017 A Sequential Model for Classifying Temporal Relations between Intra-Sentence Events EMNLP 2017