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transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

Fine-Tuned Neural Models for Propaganda Detection at the Sentence and Fragment levels EMNLP 2019
Building a De-identification System for Real Swedish Clinical Text Using Pseudonymised Clinical Text EMNLP 2019
Next Sentence Prediction helps Implicit Discourse Relation Classification within and across Domains EMNLP 2019
A Label Informative Wide & Deep Classifier for Patents and Papers EMNLP 2019
BLCU-NLP at COIN-Shared Task1: Stagewise Fine-tuning BERT for Commonsense Inference in Everyday Narrations EMNLP 2019
Recycling a Pre-trained BERT Encoder for Neural Machine Translation EMNLP 2019
Learning with Limited Data for Multilingual Reading Comprehension EMNLP 2019
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks EMNLP 2019
Pre-training of Graph Augmented Transformers for Medication Recommendation IJCAI 2019
Transfer Learning via Minimizing the Performance Gap Between Domains NIPS 2019
Meta Architecture Search NIPS 2019
Adaptive Gradient-Based Meta-Learning Methods NIPS 2019
On the Downstream Performance of Compressed Word Embeddings NIPS 2019
The Cells Out of Sample (COOS) dataset and benchmarks for measuring out-of-sample generalization of image classifiers NIPS 2019
A Meta-Learning Approach for Custom Model Training AAAI 2019
Successor Features Based Multi-Agent RL for Event-Based Decentralized MDPs AAAI 2019
Fast and Flexible Multi-Task Classification using Conditional Neural Adaptive Processes NIPS 2019
Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs NIPS 2019
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