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Transfer Learning

1113 directly classified papers

Papers per year

Papers

Unsupervised Cross-Dataset Person Re-Identification by Transfer Learning of Spatial-Temporal Patterns CVPR 2018
Synthetic Data Made to Order: The Case of Parsing EMNLP 2018
Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations EMNLP 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding EMNLP 2018
PD3: Better Low-Resource Cross-Lingual Transfer By Combining Direct Transfer and Annotation Projection EMNLP 2018
Cross-Lingual Argumentative Relation Identification: from English to Portuguese EMNLP 2018
Language Independent Sentiment Analysis with Sentiment-Specific Word Embeddings EMNLP 2018
Fast Approach to Build an Automatic Sentiment Annotator for Legal Domain using Transfer Learning EMNLP 2018
Multi-lingual neural title generation for e-Commerce browse pages NAACL 2018
Bag of Experts Architectures for Model Reuse in Conversational Language Understanding NAACL 2018
Selecting Machine-Translated Data for Quick Bootstrapping of a Natural Language Understanding System NAACL 2018
Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility ACL 2018
Judicious Selection of Training Data in Assisting Language for Multilingual Neural NER ACL 2018
Transfer Learning for Context-Aware Question Matching in Information-seeking Conversations in E-commerce ACL 2018
A Named Entity Recognition Shootout for German ACL 2018
Universal Language Model Fine-tuning for Text Classification ACL 2018
Supervising Unsupervised Learning NIPS 2018
Transfer of Value Functions via Variational Methods NIPS 2018
Lifelong Domain Word Embedding via Meta-Learning IJCAI 2018
Zero-Shot Transfer with Deictic Object-Oriented Representation in Reinforcement Learning NIPS 2018
Domain-Invariant Projection Learning for Zero-Shot Recognition NIPS 2018
Hardware Conditioned Policies for Multi-Robot Transfer Learning NIPS 2018
Efficient Parametrization of Multi-Domain Deep Neural Networks CVPR 2018
Efficient Keyword Spotting Using Time Delay Neural Networks INTERSPEECH 2018
Transfer Learning Based Progressive Neural Networks for Acoustic Modeling in Statistical Parametric Speech Synthesis INTERSPEECH 2018