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Transfer Learning

1113 directly classified papers

Papers per year

Papers

Transfer Learning for Improving Speech Emotion Classification Accuracy INTERSPEECH 2018
Transfer Learning via Learning to Transfer ICML 2018
Importance Weighted Transfer of Samples in Reinforcement Learning ICML 2018
Learn from Your Neighbor: Learning Multi-modal Mappings from Sparse Annotations ICML 2018
Neural Transition-based String Transduction for Limited-Resource Setting in Morphology COLING 2018
Part of Speech Tagging in Luyia: A Bantu Macrolanguage COLING 2018
CUNI Submissions in WMT18 EMNLP 2018
Mind the Gap: Data Enrichment in Dependency Parsing of Elliptical Constructions EMNLP 2018
Syntax-based Transfer Learning for the Task of Biomedical Relation Extraction EMNLP 2018
Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging EMNLP 2018
Inductive Two-Layer Modeling with Parametric Bregman Transfer ICML 2018
Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning IJCAI 2018
Leveraging Latent Label Distributions for Partial Label Learning IJCAI 2018
Learning and Knowledge Transfer with Memory Networks for Machine Comprehension EACL 2017
Mutual Alignment Transfer Learning CORL 2017
AccGenSVM: Selectively Transferring from Previous Hypotheses IJCAI 2017
A Semi-universal Pipelined Approach to the CoNLL 2017 UD Shared Task CONLL 2017
Neural Domain Adaptation for Biomedical Question Answering CONLL 2017
Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes NIPS 2017
How Robots Learn to Classify New Objects Trained from Small Data Sets CORL 2017
Multi-task Learning with Labeled and Unlabeled Tasks ICML 2017
Utilizing Lexical Similarity between Related, Low-resource Languages for Pivot-based SMT IJCNLP 2017
Learning with Previously Unseen Features IJCAI 2017
Cross-Lingual Word Embeddings for Low-Resource Language Modeling EACL 2017
Learning Feasibility Constraints for Multicontact Locomotion of Legged Robots RSS 2017