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Transfer Learning

8078 directly classified papers

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Papers

Neural and Linear Pipeline Approaches to Cross-lingual Morphological Analysis NAACL 2019
SC-UPB at the VarDial 2019 Evaluation Campaign: Moldavian vs. Romanian Cross-Dialect Topic Identification NAACL 2019
Stance Detection in Code-Mixed Hindi-English Social Media Data using Multi-Task Learning NAACL 2019
Taskonomy: Disentangling Task Transfer Learning IJCAI 2019
DARec: Deep Domain Adaptation for Cross-Domain Recommendation via Transferring Rating Patterns IJCAI 2019
Progressive Transfer Learning for Person Re-identification IJCAI 2019
Landmark Selection for Zero-shot Learning IJCAI 2019
Dense Temporal Convolution Network for Sign Language Translation IJCAI 2019
Cross-lingual Annotation Projection Is Effective for Neural Part-of-Speech Tagging NAACL 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding NAACL 2019
Using Natural Language Relations between Answer Choices for Machine Comprehension NAACL 2019
An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models NAACL 2019
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing NAACL 2019
Analyzing Bayesian Crosslingual Transfer in Topic Models NAACL 2019
Improving Lemmatization of Non-Standard Languages with Joint Learning NAACL 2019
Using Similarity Measures to Select Pretraining Data for NER NAACL 2019
Phylogenic Multi-Lingual Dependency Parsing NAACL 2019
Dynamic Pacemaker Artifact Removal (DyPAR) from CT Data using CNNs MIDL 2019
Training Deep Networks on Domain Randomized Synthetic X-ray Data for Cardiac Interventions MIDL 2019
Learning Personalized Attribute Preference via Multi-Task AUC Optimization AAAI 2019
Learning to Detect Opinion Snippet for Aspect-Based Sentiment Analysis CONLL 2019
Diversify Your Datasets: Analyzing Generalization via Controlled Variance in Adversarial Datasets CONLL 2019
Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing AAAI 2019
On Completing Sparse Knowledge Base with Transitive Relation Embedding AAAI 2019
RecoNet: An Interpretable Neural Architecture for Recommender Systems IJCAI 2019