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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

Improving Arabic Text Categorization Using Transformer Training Diversification COLING 2020
Weighted combination of BERT and N-GRAM features for Nuanced Arabic Dialect Identification COLING 2020
The QMUL/HRBDT contribution to the NADI Arabic Dialect Identification Shared Task COLING 2020
Few-Shot Scene Adaptive Crowd Counting Using Meta-Learning WACV 2020
A Flexible Selection Scheme for Minimum-Effort Transfer Learning WACV 2020
Active Learning for Imbalanced Datasets WACV 2020
Post-Mortem Iris Recognition Resistant to Biological Eye Decay Processes WACV 2020
TransQuest at WMT2020: Sentence-Level Direct Assessment EMNLP 2020
Lite Training Strategies for Portuguese-English and English-Portuguese Translation EMNLP 2020
A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic Non-slot Reduction and Pretrained Contextual Embeddings EMNLP 2020
What Happens To BERT Embeddings During Fine-tuning? EMNLP 2020
HurtBERT: Incorporating Lexical Features with BERT for the Detection of Abusive Language EMNLP 2020
Parsing with Multilingual BERT, a Small Corpus, and a Small Treebank EMNLP 2020
NTU_NLP at SemEval-2020 Task 12: Identifying Offensive Tweets Using Hierarchical Multi-Task Learning Approach SEMEVAL 2020
Mining Knowledge for Natural Language Inference from Wikipedia Categories EMNLP 2020
AdapterHub: A Framework for Adapting Transformers EMNLP 2020
TaxiNLI: Taking a Ride up the NLU Hill EMNLP 2020
Charting the Right Manifold: Manifold Mixup for Few-shot Learning WACV 2020
TransMatch: A Transfer-Learning Scheme for Semi-Supervised Few-Shot Learning CVPR 2020
Regularizing CNN Transfer Learning With Randomised Regression CVPR 2020
Multi-Mutual Consistency Induced Transfer Subspace Learning for Human Motion Segmentation CVPR 2020
Exploring Bottom-Up and Top-Down Cues With Attentive Learning for Webly Supervised Object Detection CVPR 2020
Self-Supervised Learning of Video-Induced Visual Invariances CVPR 2020
Towards Inheritable Models for Open-Set Domain Adaptation CVPR 2020
Gradually Vanishing Bridge for Adversarial Domain Adaptation CVPR 2020