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Transfer Learning

1113 directly classified papers

Papers per year

Papers

Cross-Lingual Unsupervised Sentiment Classification with Multi-View Transfer Learning ACL 2020
To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks ACL 2020
SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization ACL 2020
Bridging Anaphora Resolution as Question Answering ACL 2020
Domain Adaptive Imitation Learning ICML 2020
A 43 Language Multilingual Punctuation Prediction Neural Network Model INTERSPEECH 2020
Large-Scale Transfer Learning for Low-Resource Spoken Language Understanding INTERSPEECH 2020
Transfer Learning of Articulatory Information Through Phone Information INTERSPEECH 2020
Learning Student Networks with Few Data AAAI 2020
Learning MAX-SAT from Contextual Examples for Combinatorial Optimisation AAAI 2020
Graph Few-Shot Learning via Knowledge Transfer AAAI 2020
Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming COLING 2020
Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections ACL 2019
SParC: Cross-Domain Semantic Parsing in Context ACL 2019
Generalized Data Augmentation for Low-Resource Translation ACL 2019
Learning Transferable Feature Representations Using Neural Networks ACL 2019
Low-resource Deep Entity Resolution with Transfer and Active Learning ACL 2019
Few-Shot Adaptive Faster R-CNN CVPR 2019
Unsupervised Pretraining for Neural Machine Translation Using Elastic Weight Consolidation ACL 2019
Transductive Learning of Neural Language Models for Syntactic and Semantic Analysis EMNLP 2019
A Label Informative Wide & Deep Classifier for Patents and Papers EMNLP 2019
Towards Zero-shot Language Modeling EMNLP 2019
Cross-lingual Transfer Learning and Multitask Learning for Capturing Multiword Expressions ACL 2019
Transfer Learning for Causal Sentence Detection ACL 2019
Is artificial data useful for biomedical Natural Language Processing algorithms? ACL 2019