Embedding Learning

Extracting Commonsense Properties from Embeddings with Limited Human Guidance ACL 2018 Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons ACL 2018 Factorized Recurrent Neural Architectures for Longer Range Dependence AISTATS 2018 Fast Parametric Learning with Activation Memorization ICML 2018 Fast Query Expansion on an Accounting Corpus using Sub-Word Embeddings NAACL 2018 Fast Variational Bayes for Heavy-tailed PLDA Applied to i-vectors and x-vectors Interspeech 2018 Fast Vehicle Identification in Surveillance via Ranked Semantic Sampling Based Embedding IJCAI 2018 Feature Hashing for Network Representation Learning IJCAI 2018 Filtering and Mining Parallel Data in a Joint Multilingual Space ACL 2018 Finding Beans in Burgers: Deep Semantic-Visual Embedding With Localization CVPR 2018 Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition EMNLP 2018 Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell EMNLP 2018 Fitting New Speakers Based on a Short Untranscribed Sample ICML 2018 FRAGE: Frequency-Agnostic Word Representation NeurIPS 2018 From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical Resources COLING 2018 Frustratingly Easy Meta-Embedding – Computing Meta-Embeddings by Averaging Source Word Embeddings NAACL 2018 Fully Automatic Speaker Separation System, with Automatic Enrolling of Recurrent Speakers Interspeech 2018 Fully Understanding The Hashing Trick NeurIPS 2018 Galaxy Network Embedding: A Hierarchical Community Structure Preserving Approach IJCAI 2018 Generalized Zero-Shot Learning with Deep Calibration Network NeurIPS 2018 Generalizing Point Embeddings using the Wasserstein Space of Elliptical Distributions NeurIPS 2018 Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction CoNLL 2018 Generalizing Word Embeddings using Bag of Subwords EMNLP 2018 Generating Fine-Grained Open Vocabulary Entity Type Descriptions ACL 2018 Global Relation Embedding for Relation Extraction NAACL 2018