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transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples ACL 2018
A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling ACL 2018
Explicit Retrofitting of Distributional Word Vectors ACL 2018
ASR-based Features for Emotion Recognition: A Transfer Learning Approach ACL 2018
Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network EMNLP 2018
Deep Cost-Sensitive and Order-Preserving Feature Learning for Cross-Population Age Estimation CVPR 2018
Deriving Machine Attention from Human Rationales EMNLP 2018
Dynamic Meta-Embeddings for Improved Sentence Representations EMNLP 2018
Lessons from Natural Language Inference in the Clinical Domain EMNLP 2018
Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning EMNLP 2018
Revisiting Knowledge Transfer for Training Object Class Detectors CVPR 2018
Zero-Shot Transfer with Deictic Object-Oriented Representation in Reinforcement Learning NIPS 2018
Effective Use of Bidirectional Language Modeling for Transfer Learning in Biomedical Named Entity Recognition MLHC 2018
Partial Transfer Learning With Selective Adversarial Networks CVPR 2018
Analyzing Filters Toward Efficient ConvNet CVPR 2018
Efficient Video Object Segmentation via Network Modulation CVPR 2018
Actor and Observer: Joint Modeling of First and Third-Person Videos CVPR 2018
Importance Weighted Adversarial Nets for Partial Domain Adaptation CVPR 2018
Deep Cross-Media Knowledge Transfer CVPR 2018
Cross-Lingual Learning-to-Rank with Shared Representations NAACL 2018
Synthetic Data Made to Order: The Case of Parsing EMNLP 2018
Part-of-Speech Tagging for Code-Switched, Transliterated Texts without Explicit Language Identification EMNLP 2018
Multi-grained Attention Network for Aspect-Level Sentiment Classification EMNLP 2018
Multi-Source Domain Adaptation with Mixture of Experts EMNLP 2018
A mostly unlexicalized model for recognizing textual entailment EMNLP 2018