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Transfer Learning

8078 directly classified papers

Papers per year

Papers

Weak Supervision for Learning Discourse Structure IJCNLP 2019
Simple, Scalable Adaptation for Neural Machine Translation IJCNLP 2019
Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors ACL 2019
Statistical Learning with a Nuisance Component COLT 2019
Multi-Task Deep Neural Networks for Natural Language Understanding ACL 2019
Learning Transferable Feature Representations Using Neural Networks ACL 2019
Fine-Grained Sentence Functions for Short-Text Conversation ACL 2019
A Survey on Biomedical Image Captioning NAACL 2019
From News to Medical: Cross-domain Discourse Segmentation NAACL 2019
Multilingual prediction of Alzheimer’s disease through domain adaptation and concept-based language modelling NAACL 2019
Transfer Learning in Natural Language Processing NAACL 2019
Open Problem: Is Margin Sufficient for Non-Interactive Private Distributed Learning? COLT 2019
BayesSim: Adaptive Domain Randomization Via Probabilistic Inference for Robotics Simulators RSS 2019
Hierarchical Modeling of Global Context for Document-Level Neural Machine Translation IJCNLP 2019
Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks IJCNLP 2019
Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks IJCNLP 2019
Learning Latent Parameters without Human Response Patterns: Item Response Theory with Artificial Crowds IJCNLP 2019
Don’t Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja IJCNLP 2019
Soft Representation Learning for Sparse Transfer ACL 2019
Multi-Task Networks with Universe, Group, and Task Feature Learning ACL 2019
Transfer Capsule Network for Aspect Level Sentiment Classification ACL 2019
Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout NAACL 2019
EPITA-ADAPT at SemEval-2019 Task 3: Detecting emotions in textual conversations using deep learning models combination SEMEVAL 2019
Figure Eight at SemEval-2019 Task 3: Ensemble of Transfer Learning Methods for Contextual Emotion Detection SEMEVAL 2019
LIRMM-Advanse at SemEval-2019 Task 3: Attentive Conversation Modeling for Emotion Detection and Classification SEMEVAL 2019