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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

On the use of BERT for Neural Machine Translation EMNLP 2019
Exploiting BERT for End-to-End Aspect-based Sentiment Analysis EMNLP 2019
Extending Event Detection to New Types with Learning from Keywords EMNLP 2019
Improving Question Answering with External Knowledge EMNLP 2019
Generalizing Question Answering System with Pre-trained Language Model Fine-tuning EMNLP 2019
D-NET: A Pre-Training and Fine-Tuning Framework for Improving the Generalization of Machine Reading Comprehension EMNLP 2019
Domain Adaptation with BERT-based Domain Classification and Data Selection EMNLP 2019
Evaluating Lottery Tickets Under Distributional Shifts EMNLP 2019
Label Embedding with Partial Heterogeneous Contexts AAAI 2019
Pre-training on high-resource speech recognition improves low-resource speech-to-text translation NAACL 2019
Unsupervised Domain Adaptation by Matching Distributions Based on the Maximum Mean Discrepancy via Unilateral Transformations AAAI 2019
Neural Taskonomy: Inferring the Similarity of Task-Derived Representations from Brain Activity NIPS 2019
m_y at SemEval-2019 Task 9: Exploring BERT for Suggestion Mining SEMEVAL 2019
SemEval-2019 Task 9: Suggestion Mining from Online Reviews and Forums SEMEVAL 2019
NULI at SemEval-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional Transformers SEMEVAL 2019
RoboNet: Large-Scale Multi-Robot Learning CORL 2019
Imagined Value Gradients: Model-Based Policy Optimization with Tranferable Latent Dynamics Models CORL 2019
Text Length Adaptation in Sentiment Classification ACML 2019
Min-Max Statistical Alignment for Transfer Learning CVPR 2019
Characterizing and Avoiding Negative Transfer CVPR 2019
Large-Scale Weakly-Supervised Pre-Training for Video Action Recognition CVPR 2019
Representation Similarity Analysis for Efficient Task Taxonomy & Transfer Learning CVPR 2019
Transfer Learning by Adaptive Merging of Multiple Models MIDL 2019
Deep Transfer Learning for Multiple Class Novelty Detection CVPR 2019
Transferable Interactiveness Knowledge for Human-Object Interaction Detection CVPR 2019