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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

Multi-View Multi-Label Learning with View-Specific Information Extraction IJCAI 2019
KitcheNette: Predicting and Ranking Food Ingredient Pairings using Siamese Neural Network IJCAI 2019
Lightly-supervised Representation Learning with Global Interpretability NAACL 2019
Simplified Neural Unsupervised Domain Adaptation NAACL 2019
Fake News Detection using Deep Markov Random Fields NAACL 2019
Detecting cognitive impairments by agreeing on interpretations of linguistic features NAACL 2019
Sequential Attention with Keyword Mask Model for Community-based Question Answering NAACL 2019
Simple Attention-Based Representation Learning for Ranking Short Social Media Posts NAACL 2019
A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations NAACL 2019
Self-Discriminative Learning for Unsupervised Document Embedding NAACL 2019
Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering NAACL 2019
Text Classification with Few Examples using Controlled Generalization NAACL 2019
Segmentation-free compositional n-gram embedding NAACL 2019
Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications NAACL 2019
Learning Local Descriptors With a CDF-Based Dynamic Soft Margin ICCV 2019
How Pre-trained Word Representations Capture Commonsense Physical Comparisons EMNLP 2019
BERT is Not an Interlingua and the Bias of Tokenization EMNLP 2019
Bag-of-Words Transfer: Non-Contextual Techniques for Multi-Task Learning EMNLP 2019
Data Representation and Learning With Graph Diffusion-Embedding Networks CVPR 2019
DeepCaps: Going Deeper With Capsule Networks CVPR 2019
Learning Spatio-Temporal Representation With Local and Global Diffusion CVPR 2019
Self-Supervised GANs via Auxiliary Rotation Loss CVPR 2019
Exploiting Invertible Decoders for Unsupervised Sentence Representation Learning ACL 2019
Diachronic Sense Modeling with Deep Contextualized Word Embeddings: An Ecological View ACL 2019
Learning Network Embedding with Community Structural Information IJCAI 2019