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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Developing a New Classifier for Automated Identification of Incivility in Social Media EMNLP 2020
What Do Neural Networks Learn When Trained With Random Labels? NIPS 2020
Co-Tuning for Transfer Learning NIPS 2020
Few-shot Image Generation with Elastic Weight Consolidation NIPS 2020
Glyph: Fast and Accurately Training Deep Neural Networks on Encrypted Data NIPS 2020
On the Theory of Transfer Learning: The Importance of Task Diversity NIPS 2020
Do Adversarially Robust ImageNet Models Transfer Better? NIPS 2020
Network-to-Network Translation with Conditional Invertible Neural Networks NIPS 2020
Minimax Lower Bounds for Transfer Learning with Linear and One-hidden Layer Neural Networks NIPS 2020
A Combinatorial Perspective on Transfer Learning NIPS 2020
Detection of Mental Health from Reddit via Deep Contextualized Representations EMNLP 2020
Winners at W-NUT 2020 Shared Task-3: Leveraging Event Specific and Chunk Span information for Extracting COVID Entities from Tweets EMNLP 2020
HIT-SCIR at SemEval-2020 Task 5: Training Pre-trained Language Model with Pseudo-labeling Data for Counterfactuals Detection COLING 2020
QiaoNing at SemEval-2020 Task 4: Commonsense Validation and Explanation System Based on Ensemble of Language Model COLING 2020
Tell Me What They're Holding: Weakly-Supervised Object Detection with Transferable Knowledge from Human-Object Interaction AAAI 2020
Domain Adaptive Attention Learning for Unsupervised Person Re-Identification AAAI 2020
CORAL-DMOEA: Correlation Alignment-Based Information Transfer for Dynamic Multi-Objective Optimization (Student Abstract) AAAI 2020
Towards the First Machine Translation System for Sumerian Transliterations COLING 2020
Shared Space Transfer Learning for analyzing multi-site fMRI data NIPS 2020
Federated Learning for Spoken Language Understanding COLING 2020
Lexical Simplification with Pretrained Encoders AAAI 2020
Low Resource Sequence Tagging with Weak Labels AAAI 2020
SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media COLING 2020
Solomon at SemEval-2020 Task 11: Ensemble Architecture for Fine-Tuned Propaganda Detection in News Articles COLING 2020
Multi-Task Self-Supervised Learning for Disfluency Detection AAAI 2020