Representation Learning

A Fast and Accurate Method for Estimating People Flow from Spatiotemporal Population Data IJCAI 2018 A Fast and Scalable Joint Estimator for Integrating Additional Knowledge in Learning Multiple Related Sparse Gaussian Graphical Models ICML 2018 Affordance Extraction and Inference based on Semantic Role Labeling EMNLP 2018 A First Investigation of the Timing of Turn-taking in Ruuli Interspeech 2018 A Framework for Developing and Evaluating Word Embeddings of Drug-named Entity ACL 2018 A French-Spanish Multimodal Speech Communication Corpus Incorporating Acoustic Data, Facial, Hands and Arms Gestures Information Interspeech 2018 A Hybrid Approach to Grapheme to Phoneme Conversion in Assamese Interspeech 2018 A Korean Knowledge Extraction System for Enriching a KBox COLING 2018 A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis COLING 2018 Algorithmic Regularization in Over-parameterized Matrix Sensing and Neural Networks with Quadratic Activations COLT 2018 A Likelihood-Free Inference Framework for Population Genetic Data using Exchangeable Neural Networks NeurIPS 2018 A Morphology-Based Representation Model for LSTM-Based Dependency Parsing of Agglutinative Languages CoNLL 2018 Amortized Inference Regularization NeurIPS 2018 AMR Parsing as Graph Prediction with Latent Alignment ACL 2018 A Multi-task Approach to Learning Multilingual Representations ACL 2018 A Multi-task Learning Approach for Image Captioning IJCAI 2018 An Active Feature Transformation Method for Attitude Recognition of Video Bloggers Interspeech 2018 An Adaptive Hierarchical Compositional Model for Phrase Embedding IJCAI 2018 Analogical Reasoning on Chinese Morphological and Semantic Relations ACL 2018 Analysis of Rhythmic Phrasing: Feature Engineering vs. Representation Learning for Classifying Readout Poetry COLING 2018 Analysis of sparse representation based feature on speech mode classification Interspeech 2018 Analytical Modeling of Vanishing Points and Curves in Catadioptric Cameras CVPR 2018 Analyzing Correlated Evolution of Multiple Features Using Latent Representations EMNLP 2018 Analyzing Learned Representations of a Deep ASR Performance Prediction Model EMNLP 2018 Analyzing Thai Tone Distribution through Functional Data Analysis Interspeech 2018