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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

Word-like character n-gram embedding EMNLP 2018
Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis EMNLP 2018
Interpreting Word-Level Hidden State Behaviour of Character-Level LSTM Language Models EMNLP 2018
Learning Gender-Neutral Word Embeddings EMNLP 2018
Exploiting Deep Representations for Neural Machine Translation EMNLP 2018
On the Strength of Character Language Models for Multilingual Named Entity Recognition EMNLP 2018
Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing EMNLP 2018
A Framework for Understanding the Role of Morphology in Universal Dependency Parsing EMNLP 2018
How agents see things: On visual representations in an emergent language game EMNLP 2018
Increasing In-Class Similarity by Retrofitting Embeddings with Demographic Information EMNLP 2018
Unsupervised Multilingual Word Embeddings EMNLP 2018
Batch-Instance Normalization for Adaptively Style-Invariant Neural Networks NIPS 2018
Global Gated Mixture of Second-order Pooling for Improving Deep Convolutional Neural Networks NIPS 2018
Structure-Aware Convolutional Neural Networks NIPS 2018
Learning to Reason with Third Order Tensor Products NIPS 2018
Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization NIPS 2018
Narrative Modeling with Memory Chains and Semantic Supervision ACL 2018
Towards Robust and Privacy-preserving Text Representations ACL 2018
A Two-Step Disentanglement Method CVPR 2018
Learning Latent Super-Events to Detect Multiple Activities in Videos CVPR 2018
Language Models Learn POS First EMNLP 2018
Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition IJCAI 2018
Universal Planning Networks: Learning Generalizable Representations for Visuomotor Control ICML 2018
Decoupling Gradient-Like Learning Rules from Representations ICML 2018
Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training EMNLP 2018