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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

Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess NIPS 2021
MIRACLE: Causally-Aware Imputation via Learning Missing Data Mechanisms NIPS 2021
Directed Graph Contrastive Learning NIPS 2021
STEP: Out-of-Distribution Detection in the Presence of Limited In-Distribution Labeled Data NIPS 2021
Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach NIPS 2021
Comparing Text Representations: A Theory-Driven Approach EMNLP 2021
All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality EMNLP 2021
What BERT Based Language Model Learns in Spoken Transcripts: An Empirical Study EMNLP 2021
Do Language Models Know the Way to Rome? EMNLP 2021
Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition EMNLP 2021
Polar Embedding EMNLP 2021
Statistically Significant Detection of Semantic Shifts using Contextual Word Embeddings EMNLP 2021
When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training EMNLP 2021
Class-Disentanglement and Applications in Adversarial Detection and Defense NIPS 2021
Dialogue Response Generation via Contrastive Latent Representation Learning EMNLP 2021
Fairness via Representation Neutralization NIPS 2021
Inducing Stereotypical Character Roles from Plot Structure EMNLP 2021
How Fine-Tuning Allows for Effective Meta-Learning NIPS 2021
Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data NIPS 2021
KS-GNN: Keywords Search over Incomplete Graphs via Graphs Neural Network NIPS 2021
Does It Happen? Multi-hop Path Structures for Event Factuality Prediction with Graph Transformer Networks EMNLP 2021
MICo: Improved representations via sampling-based state similarity for Markov decision processes NIPS 2021
Which Mutual-Information Representation Learning Objectives are Sufficient for Control? NIPS 2021
Learning State Representations from Random Deep Action-conditional Predictions NIPS 2021
Interesting Object, Curious Agent: Learning Task-Agnostic Exploration NIPS 2021