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transfer learning

5449 papers

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TL

Co-occurring keywords

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 Value of Target Data in Transfer Learning NIPS 2019
Sim2real transfer learning for 3D human pose estimation: motion to the rescue NIPS 2019
Transfusion: Understanding Transfer Learning for Medical Imaging NIPS 2019
Cross-lingual Semantic Specialization via Lexical Relation Induction IJCNLP 2019
Residual Compensation Networks for Heterogeneous Face Recognition AAAI 2019
Better Fine-Tuning via Instance Weighting for Text Classification AAAI 2019
Task-Driven Common Representation Learning via Bridge Neural Network AAAI 2019
Learning Multi-Task Communication with Message Passing for Sequence Learning AAAI 2019
Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification AAAI 2019
Improving Black-box Adversarial Attacks with a Transfer-based Prior NIPS 2019
Transfer Anomaly Detection by Inferring Latent Domain Representations NIPS 2019
Zero-Shot Semantic Segmentation NIPS 2019
UER: An Open-Source Toolkit for Pre-training Models IJCNLP 2019
What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis IJCNLP 2019
Pre-Training BERT on Domain Resources for Short Answer Grading IJCNLP 2019
PRADO: Projection Attention Networks for Document Classification On-Device IJCNLP 2019
Social IQa: Commonsense Reasoning about Social Interactions IJCNLP 2019
Cross-Cultural Transfer Learning for Text Classification IJCNLP 2019
Investigating Multilingual NMT Representations at Scale IJCNLP 2019
Exploiting Multilingualism through Multistage Fine-Tuning for Low-Resource Neural Machine Translation IJCNLP 2019
Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages IJCNLP 2019
Cognitive model priors for predicting human decisions ICML 2019
A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languages IJCNLP 2019
Transfer Learning for Related Reinforcement Learning Tasks via Image-to-Image Translation ICML 2019
Task-Agnostic Dynamics Priors for Deep Reinforcement Learning ICML 2019