Neural Networks

A Fast and Lightweight System for Multilingual Dependency Parsing CoNLL 2017 A Feature-Enriched Neural Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging IJCAI 2017 A Fully Convolutional Neural Network for Speech Enhancement Interspeech 2017 A Generative Attentional Neural Network Model for Dialogue Act Classification ACL 2017 Aggregated Residual Transformations for Deep Neural Networks CVPR 2017 Aggressive Deep Driving: Combining Convolutional Neural Networks and Model Predictive Control CoRL 2017 A graph-theoretic approach to multitasking NeurIPS 2017 A Hierarchical Encoder-Decoder Model for Statistical Parametric Speech Synthesis Interspeech 2017 A Hierarchical Neural Model for Learning Sequences of Dialogue Acts EACL 2017 A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks EMNLP 2017 A-Lamp: Adaptive Layout-Aware Multi-Patch Deep Convolutional Neural Network for Photo Aesthetic Assessment CVPR 2017 A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts EACL 2017 Alibaba at IJCNLP-2017 Task 1: Embedding Grammatical Features into LSTMs for Chinese Grammatical Error Diagnosis Task IJCNLP 2017 Alibaba at IJCNLP-2017 Task 2: A Boosted Deep System for Dimensional Sentiment Analysis of Chinese Phrases IJCNLP 2017 A Local Detection Approach for Named Entity Recognition and Mention Detection ACL 2017 A Low Power, Fully Event-Based Gesture Recognition System CVPR 2017 Alternative Approaches to Neural Network Based Speaker Verification Interspeech 2017 A Mention-Ranking Model for Abstract Anaphora Resolution EMNLP 2017 A Mostly Data-Driven Approach to Inverse Text Normalization Interspeech 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 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