← Core Methods
Machine Learning › Core Methods ›

Embedding Learning

3751 directly classified papers

Papers per year

Papers

Parallax: Visualizing and Understanding the Semantics of Embedding Spaces via Algebraic Formulae ACL 2019
Diachronic Sense Modeling with Deep Contextualized Word Embeddings: An Ecological View ACL 2019
Word and Document Embedding with vMF-Mixture Priors on Context Word Vectors ACL 2019
Self-similar Epochs: Value in arrangement ICML 2019
On the Compositionality Prediction of Noun Phrases using Poincaré Embeddings ACL 2019
Towards a Unified Analysis of Random Fourier Features ICML 2019
Decomposing feature-level variation with Covariate Gaussian Process Latent Variable Models ICML 2019
Towards Lossless Encoding of Sentences ACL 2019
Flat Metric Minimization with Applications in Generative Modeling ICML 2019
Coupling Retrieval and Meta-Learning for Context-Dependent Semantic Parsing ACL 2019
Large-Scale Sparse Kernel Canonical Correlation Analysis ICML 2019
Towards Unsupervised Text Classification Leveraging Experts and Word Embeddings ACL 2019
Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding Spaces ACL 2019
Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation IJCNLP 2019
Improving Distantly-Supervised Relation Extraction with Joint Label Embedding IJCNLP 2019
Multilingual Grammar Induction with Continuous Language Identification IJCNLP 2019
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs ICML 2019
Game Theory Meets Embeddings: a Unified Framework for Word Sense Disambiguation IJCNLP 2019
News2vec: News Network Embedding with Subnode Information IJCNLP 2019
Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition IJCNLP 2019
Graph Matching Networks for Learning the Similarity of Graph Structured Objects ICML 2019
Stochastic Blockmodels meet Graph Neural Networks ICML 2019
Exploring Human Gender Stereotypes with Word Association Test IJCNLP 2019
Single Training Dimension Selection for Word Embedding with PCA IJCNLP 2019
CaRe: Open Knowledge Graph Embeddings IJCNLP 2019