Representation Learning

Analyzing Vocal Tract Movements During Speech Accommodation Interspeech 2018 An Analysis of Encoder Representations in Transformer-Based Machine Translation EMNLP 2018 An Analysis of the t-SNE Algorithm for Data Visualization COLT 2018 An Attention Pooling Based Representation Learning Method for Speech Emotion Recognition Interspeech 2018 An Attribute Enhanced Domain Adaptive Model for Cold-Start Spam Review Detection COLING 2018 An Encoder-decoder Approach to Predicting Causal Relations in Stories NAACL 2018 An Encoder-Decoder Approach to the Paradigm Cell Filling Problem EMNLP 2018 An Encoder-Decoder Framework Translating Natural Language to Database Queries IJCAI 2018 A Neural Compositional Paradigm for Image Captioning NeurIPS 2018 A Neural Local Coherence Model for Text Quality Assessment EMNLP 2018 A Neural Model of Adaptation in Reading EMNLP 2018 A Neural Morphological Analyzer for Arapaho Verbs Learned from a Finite State Transducer COLING 2018 A Neural Multi-Sequence Alignment TeCHnique (NeuMATCH) CVPR 2018 A Neural Transition-based Model for Nested Mention Recognition EMNLP 2018 An Exploration of Three Lightly-supervised Representation Learning Approaches for Named Entity Classification COLING 2018 An intriguing failing of convolutional neural networks and the CoordConv solution NeurIPS 2018 An Investigation of Non-linear i-vectors for Speaker Verification Interspeech 2018 An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing EMNLP 2018 AnlamVer: Semantic Model Evaluation Dataset for Turkish - Word Similarity and Relatedness COLING 2018 A Non-convolutive NMF Model for Speech Dereverberation Interspeech 2018 A Non-Parametric Generative Model for Human Trajectories IJCAI 2018 Anonymous Walk Embeddings ICML 2018 A Novel Approach for Effective Recognition of the Code-Switched Data on Monolingual Language Model Interspeech 2018 A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network NAACL 2018 A Novel Normalization Method for Autocorrelation Function for Pitch Detection and for Speech Activity Detection Interspeech 2018