Embedding Learning

An Unsupervised Neural Prediction Framework for Learning Speaker Embeddings Using Recurrent Neural Networks Interspeech 2018 A probabilistic framework for multi-view feature learning with many-to-many associations via neural networks ICML 2018 A Rank-Based Similarity Metric for Word Embeddings ACL 2018 A Retrieve-and-Edit Framework for Predicting Structured Outputs NeurIPS 2018 ASe: Acoustic Scene Embedding Using Deep Archetypal Analysis and GMM Interspeech 2018 A Social Interaction Activity based Time-Varying User Vectorization Method for Online Social Networks IJCAI 2018 Associative Multichannel Autoencoder for Multimodal Word Representation EMNLP 2018 Attention Focusing for Neural Machine Translation by Bridging Source and Target Embeddings ACL 2018 Attentive Statistics Pooling for Deep Speaker Embedding Interspeech 2018 attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines NAACL 2018 Attributed and Predictive Entity Embedding for Fine-Grained Entity Typing in Knowledge Bases COLING 2018 Auto-Encoding Dictionary Definitions into Consistent Word Embeddings EMNLP 2018 Automatically Linking Lexical Resources with Word Sense Embedding Models COLING 2018 Automatic Distractor Suggestion for Multiple-Choice Tests Using Concept Embeddings and Information Retrieval NAACL 2018 Avoiding Speaker Overfitting in End-to-End DNNs Using Raw Waveform for Text-Independent Speaker Verification Interspeech 2018 A Web-scale system for scientific knowledge exploration ACL 2018 Banach Wasserstein GAN NeurIPS 2018 Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms ACL 2018 Batch IS NOT Heavy: Learning Word Representations From All Samples ACL 2018 Bayesian Multi-label Learning with Sparse Features and Labels, and Label Co-occurrences AISTATS 2018 Beyond Similar and Dissimilar Relations : A Kernel Regression Formulation for Metric Learning IJCAI 2018 Biased Random Walk based Social Regularization for Word Embeddings IJCAI 2018 Bidirectional Retrieval Made Simple CVPR 2018 Bilingual Sentiment Embeddings: Joint Projection of Sentiment Across Languages ACL 2018 BinGAN: Learning Compact Binary Descriptors with a Regularized GAN NeurIPS 2018