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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

Self-Supervised Representation Learning by Rotation Feature Decoupling CVPR 2019
Generalized Boltzmann Machine with Deep Neural Structure AISTATS 2019
Reinforced Training Data Selection for Domain Adaptation ACL 2019
A Comparative Study of Distributional and Symbolic Paradigms for Relational Learning IJCAI 2019
Learning Task-Specific Representation for Novel Words in Sequence Labeling IJCAI 2019
Rare Event Detection Using Disentangled Representation Learning CVPR 2019
Unraveling Antonym’s Word Vectors through a Siamese-like Network ACL 2019
Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects NAACL 2019
DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System AAAI 2019
Minimal Achievable Sufficient Statistic Learning ICML 2019
Visualizing Trends of Key Roles in News Articles IJCNLP 2019
Topics to Avoid: Demoting Latent Confounds in Text Classification IJCNLP 2019
Recurrent Positional Embedding for Neural Machine Translation IJCNLP 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks IJCNLP 2019
Dialog Intent Induction with Deep Multi-View Clustering EMNLP 2019
Visualizing and Understanding the Effectiveness of BERT EMNLP 2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives EMNLP 2019
Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural Network EMNLP 2019
A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification EMNLP 2019
Instance-based Inductive Deep Transfer Learning by Cross-Dataset Querying with Locality Sensitive Hashing EMNLP 2019
Representation Learning with Weighted Inner Product for Universal Approximation of General Similarities IJCAI 2019
Marginalized Latent Semantic Encoder for Zero-Shot Learning CVPR 2019
Neural News Recommendation with Multi-Head Self-Attention IJCNLP 2019
A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling EMNLP 2019
Co-Mining: Deep Face Recognition With Noisy Labels ICCV 2019