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representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

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
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