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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

Provable Meta-Learning of Linear Representations ICML 2021
Towards Realistic Few-Shot Relation Extraction EMNLP 2021
Learning grounded word meaning representations on similarity graphs EMNLP 2021
Sentence Bottleneck Autoencoders from Transformer Language Models EMNLP 2021
Idiosyncratic but not Arbitrary: Learning Idiolects in Online Registers Reveals Distinctive yet Consistent Individual Styles EMNLP 2021
Improving Contrastive Learning by Visualizing Feature Transformation ICCV 2021
On Compositions of Transformations in Contrastive Self-Supervised Learning ICCV 2021
Semi-supervised Sequence Classification through Change Point Detection AAAI 2021
Towards Reusable Network Components by Learning Compatible Representations AAAI 2021
Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis AAAI 2021
How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word Embeddings EMNLP 2021
Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction EMNLP 2021
Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition AAAI 2021
Modeling Text using the Continuous Space Topic Model with Pre-Trained Word Embeddings ACL 2021
Writing Style Author Embedding Evaluation EMNLP 2021
On the differences between BERT and MT encoder spaces and how to address them in translation tasks ACL 2021
Learning Aggregation Functions IJCAI 2021
Representation Learning Through Latent Canonicalizations WACV 2021
Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning IJCNLP 2021
Distilling Linguistic Context for Language Model Compression EMNLP 2021
Self-Supervised Multimodal Opinion Summarization IJCNLP 2021
Box-To-Box Transformations for Modeling Joint Hierarchies IJCNLP 2021
How Do BERT Embeddings Organize Linguistic Knowledge? NAACL 2021
Continual Learning for Text Classification with Information Disentanglement Based Regularization NAACL 2021
StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer NAACL 2021