Representation Learning

Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model EMNLP 2018 Exploratory Neural Relation Classification for Domain Knowledge Acquisition COLING 2018 Exploring How Phone Classification Neural Networks Learn Phonetic Information by Visualising and Interpreting Bottleneck Features Interspeech 2018 Exploring Semantic Properties of Sentence Embeddings ACL 2018 Exploring word embeddings and phonological similarity for the unsupervised correction of language learner errors COLING 2018 Expressive Speech Synthesis via Modeling Expressions with Variational Autoencoder Interspeech 2018 Extracting Invariant Features From Images Using An Equivariant Autoencoder ACML 2018 Extracting Speaker’s Gender, Accent, Age and Emotional State from Speech Interspeech 2018 Extrapolating Expected Accuracies for Large Multi-Class Problems JMLR 2018 Extrapolation in NLP NAACL 2018 Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons ACL 2018 Factor Analysis on a Graph AISTATS 2018 Factorized Recurrent Neural Architectures for Longer Range Dependence AISTATS 2018 Factors Influencing the Surprising Instability of Word Embeddings NAACL 2018 Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure AISTATS 2018 Fast Factorization-free Kernel Learning for Unlabeled Chunk Data Streams IJCAI 2018 Fast greedy algorithms for dictionary selection with generalized sparsity constraints NeurIPS 2018 Fast Randomized PCA for Sparse Data ACML 2018 Feature-correlation-aware Gaussian Process Latent Variable Model ACML 2018 Feature Hashing for Network Representation Learning IJCAI 2018 Features, Projections, and Representation Change for Generalized Planning IJCAI 2018 Feature Super-Resolution: Make Machine See More Clearly CVPR 2018 Filling Missing Paths: Modeling Co-occurrences of Word Pairs and Dependency Paths for Recognizing Lexical Semantic Relations NAACL 2018 Finding Communities with Hierarchical Semantics by Distinguishing General and Specialized topics IJCAI 2018 Fine-grained Structure-based News Genre Categorization COLING 2018