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Embedding Learning

3751 directly classified papers

Papers per year

Papers

Dynamic Network Embedding : An Extended Approach for Skip-gram based Network Embedding IJCAI 2018
Tree Edit Distance Learning via Adaptive Symbol Embeddings ICML 2018
SetExpander: End-to-end Term Set Expansion Based on Multi-Context Term Embeddings COLING 2018
Fitting New Speakers Based on a Short Untranscribed Sample ICML 2018
Adversarially Regularized Graph Autoencoder for Graph Embedding IJCAI 2018
Label Embedding Based on Multi-Scale Locality Preservation IJCAI 2018
Multi-Level Metric Learning via Smoothed Wasserstein Distance IJCAI 2018
Beyond Similar and Dissimilar Relations : A Kernel Regression Formulation for Metric Learning IJCAI 2018
Projecting Embeddings for Domain Adaption: Joint Modeling of Sentiment Analysis in Diverse Domains COLING 2018
Discrete Network Embedding IJCAI 2018
Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization IJCAI 2018
MASTER: across Multiple social networks, integrate Attribute and STructure Embedding for Reconciliation IJCAI 2018
Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings IJCAI 2018
Mitigating the Effect of Out-of-Vocabulary Entity Pairs in Matrix Factorization for KB Inference IJCAI 2018
Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization ICML 2018
Automatically Linking Lexical Resources with Word Sense Embedding Models COLING 2018
What’s in Your Embedding, And How It Predicts Task Performance COLING 2018
A LSTM Approach with Sub-Word Embeddings for Mongolian Phrase Break Prediction COLING 2018
Learning Word Meta-Embeddings by Autoencoding COLING 2018
Task-oriented Word Embedding for Text Classification COLING 2018
Aff2Vec: Affect–Enriched Distributional Word Representations COLING 2018
A Discriminative Latent-Variable Model for Bilingual Lexicon Induction EMNLP 2018
Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings ICML 2018
Learning Word Vectors with Linear Constraints: A Matrix Factorization Approach IJCAI 2018
Improved Semantic-Aware Network Embedding with Fine-Grained Word Alignment EMNLP 2018