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transfer learning

5449 papers

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TL

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Multi-Task Networks with Universe, Group, and Task Feature Learning ACL 2019
Transfer Capsule Network for Aspect Level Sentiment Classification ACL 2019
Overcoming Blind Spots in the Real World: Leveraging Complementary Abilities for Joint Execution AAAI 2019
Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning AAAI 2019
An SVM-Based Framework for Long-Term Learning Systems AAAI 2019
Multi-View Learning from Disparate Sources for Poverty Mapping AAAI 2019
Towards Language Agnostic Universal Representations ACL 2019
Interactive Attention Transfer Network for Cross-Domain Sentiment Classification AAAI 2019
A Comparison of Deep Learning Methods for Language Understanding INTERSPEECH 2019
End-to-End Multi-Speaker Speech Recognition Using Speaker Embeddings and Transfer Learning INTERSPEECH 2019
Task2Vec: Task Embedding for Meta-Learning ICCV 2019
Situational Fusion of Visual Representation for Visual Navigation ICCV 2019
Pretrained Language Models for Sequential Sentence Classification IJCNLP 2019
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification IJCNLP 2019
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering EMNLP 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks EMNLP 2019
Domain Adaptation for Person-Job Fit with Transferable Deep Global Match Network EMNLP 2019
NSIT@NLP4IF-2019: Propaganda Detection from News Articles using Transfer Learning EMNLP 2019
Domain Adaptation for Person-Job Fit with Transferable Deep Global Match Network IJCNLP 2019
Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation IJCNLP 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks IJCNLP 2019
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering IJCNLP 2019
Applying BERT to Document Retrieval with Birch IJCNLP 2019
A Gated Self-attention Memory Network for Answer Selection IJCNLP 2019
Next Sentence Prediction helps Implicit Discourse Relation Classification within and across Domains IJCNLP 2019