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Transfer Learning

3884 directly classified papers

Papers per year

Papers

CNN^{2}: Viewpoint Generalization via a Binocular Vision NIPS 2019
Domain Adaptation of Neural Machine Translation by Lexicon Induction ACL 2019
Multi-Source Cross-Lingual Model Transfer: Learning What to Share ACL 2019
Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations ACL 2019
Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition ACL 2019
Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text ACL 2019
Learning Transferable Feature Representations Using Neural Networks ACL 2019
An Investigation of Transfer Learning-Based Sentiment Analysis in Japanese ACL 2019
Toward Comprehensive Understanding of a Sentiment Based on Human Motives ACL 2019
Training Neural Response Selection for Task-Oriented Dialogue Systems ACL 2019
Hierarchical Transfer Learning for Multi-label Text Classification ACL 2019
Cross-domain and Cross-lingual Abusive Language Detection: A Hybrid Approach with Deep Learning and a Multilingual Lexicon ACL 2019
Unsupervised Cross-Lingual Representation Learning ACL 2019
Adapting Neural Networks for the Estimation of Treatment Effects NIPS 2019
Catastrophic Forgetting Meets Negative Transfer: Batch Spectral Shrinkage for Safe Transfer Learning NIPS 2019
Neural Word Decomposition Models for Abusive Language Detection ACL 2019
Improving Precision of Grammatical Error Correction with a Cheat Sheet ACL 2019
Multi-headed Architecture Based on BERT for Grammatical Errors Correction ACL 2019
Improving classification of Adverse Drug Reactions through Using Sentiment Analysis and Transfer Learning ACL 2019
DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain ACL 2019
Convolutional Neural Networks for Financial Text Regression ACL 2019
UDPipe at SIGMORPHON 2019: Contextualized Embeddings, Regularization with Morphological Categories, Corpora Merging ACL 2019
Learning to Discover Novel Visual Categories via Deep Transfer Clustering ICCV 2019
Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model ACL 2019
KU_ai at MEDIQA 2019: Domain-specific Pre-training and Transfer Learning for Medical NLI ACL 2019