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representation learning

6206 papers

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Also known as

RL

Co-occurring keywords

contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) neural network (6616) unsupervised learning (3264) graph neural network (3962) multimodal learning (4645) domain adaptation (4595) feature learning (1311) language model (4599)

Papers

Improving representation learning in autoencoders via multidimensional interpolation and dual regularizations IJCAI 2019
Deep Spectral Kernel Learning IJCAI 2019
Pre-Learning Environment Representations for Data-Efficient Neural Instruction Following ACL 2019
CaRe: Open Knowledge Graph Embeddings IJCNLP 2019
Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution Losses ACL 2019
Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification ACL 2019
MICRON: Multigranular Interaction for Contextualizing RepresentatiON in Non-factoid Question Answering IJCNLP 2019
Incorporating Contextual and Syntactic Structures Improves Semantic Similarity Modeling IJCNLP 2019
Medical Concept Representation Learning from Multi-source Data IJCAI 2019
Coreference Aware Representation Learning for Neural Named Entity Recognition IJCAI 2019
Improved Generalization of Arabic Text Classifiers ACL 2019
Learning Hierarchical Discourse-level Structure for Fake News Detection NAACL 2019
Learning to Manipulate Object Collections Using Grounded State Representations CORL 2019
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks ACL 2019
Learning to Navigate Using Mid-Level Visual Priors CORL 2019
DSINE: Deep Structural Influence Learning via Network Embedding AAAI 2019
Antonym-Synonym Classification Based on New Sub-Space Embeddings AAAI 2019
News2vec: News Network Embedding with Subnode Information IJCNLP 2019
Designing and Interpreting Probes with Control Tasks IJCNLP 2019
InfoVAE: Balancing Learning and Inference in Variational Autoencoders AAAI 2019
f-Similarity Preservation Loss for Soft Labels: A Demonstration on Cross-Corpus Speech Emotion Recognition AAAI 2019
Task-Driven Common Representation Learning via Bridge Neural Network AAAI 2019
Multi-Source Neural Variational Inference AAAI 2019
Context-Aware Self-Attention Networks AAAI 2019
Session-Based Recommendation with Graph Neural Networks AAAI 2019