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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Learning representations for sentiment classification using Multi-task framework EMNLP 2018
Amobee at IEST 2018: Transfer Learning from Language Models EMNLP 2018
PD3: Better Low-Resource Cross-Lingual Transfer By Combining Direct Transfer and Annotation Projection EMNLP 2018
Neural Adaptation Layers for Cross-domain Named Entity Recognition EMNLP 2018
Improving the results of string kernels in sentiment analysis and Arabic dialect identification by adapting them to your test set EMNLP 2018
Predicting Concreteness and Imageability of Words Within and Across Languages via Word Embeddings ACL 2018
Cross-Target Stance Classification with Self-Attention Networks ACL 2018
Cross-Domain Sentiment Classification with Target Domain Specific Information ACL 2018
Multi-task learning for historical text normalization: Size matters ACL 2018
A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors ACL 2018
Recursive Neural Structural Correspondence Network for Cross-domain Aspect and Opinion Co-Extraction ACL 2018
Rapid Adaptation of Neural Machine Translation to New Languages EMNLP 2018
Explicit Retrofitting of Distributional Word Vectors ACL 2018
Character-level Supervision for Low-resource POS Tagging ACL 2018
Scalable Hyperparameter Transfer Learning NIPS 2018
Contextual Parameter Generation for Universal Neural Machine Translation EMNLP 2018
Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition ACL 2018
Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation ACL 2018
XL-NBT: A Cross-lingual Neural Belief Tracking Framework EMNLP 2018
Bayesian multi-domain learning for cancer subtype discovery from next-generation sequencing count data NIPS 2018
Triangular Architecture for Rare Language Translation ACL 2018
Multitask Parsing Across Semantic Representations ACL 2018
Identifying Transferable Information Across Domains for Cross-domain Sentiment Classification ACL 2018
Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP ACL 2018
Neural Natural Language Inference Models Enhanced with External Knowledge ACL 2018