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Multi-Task Learning

519 directly classified papers

Papers per year

Papers

Modular Multitask Reinforcement Learning with Policy Sketches ICML 2017
Consistent Multitask Learning with Nonlinear Output Relations NIPS 2017
Active Learning from Peers NIPS 2017
A graph-theoretic approach to multitasking NIPS 2017
Learning attention for historical text normalization by learning to pronounce ACL 2017
Multitask Spectral Learning of Weighted Automata NIPS 2017
Online Multitask Relative Similarity Learning IJCAI 2017
Multi-Task Learning of Keyphrase Boundary Classification ACL 2017
Neural Architectures for Multilingual Semantic Parsing ACL 2017
Adaptive Group Sparse Multi-task Learning via Trace Lasso IJCAI 2017
A Speaker Adaptive DNN Training Approach for Speaker-Independent Acoustic Inversion INTERSPEECH 2017
Semi-supervised Multitask Learning for Sequence Labeling ACL 2017
Joint Prediction of Morphosyntactic Categories for Fine-Grained Arabic Part-of-Speech Tagging Exploiting Tag Dictionary Information CONLL 2017
The Intentional Unintentional Agent: Learning to Solve Many Continuous Control Tasks Simultaneously CORL 2017
Proofread Sentence Generation as Multi-Task Learning with Editing Operation Prediction IJCNLP 2017
Using Target-side Monolingual Data for Neural Machine Translation through Multi-task Learning EMNLP 2017
A Multi-task Approach to Predict Likability of Books EACL 2017
Identifying beneficial task relations for multi-task learning in deep neural networks EACL 2017
Joint Learning on Relevant User Attributes in Micro-blog IJCAI 2017
Multi-task Learning with Labeled and Unlabeled Tasks ICML 2017
Multi-Task Clustering of Human Actions by Sharing Information CVPR 2017
Joint Learning of Dialog Act Segmentation and Recognition in Spoken Dialog Using Neural Networks IJCNLP 2017
Multilingual Hierarchical Attention Networks for Document Classification IJCNLP 2017
Deep Automated Multi-task Learning IJCNLP 2017
MTNA: A Neural Multi-task Model for Aspect Category Classification and Aspect Term Extraction On Restaurant Reviews IJCNLP 2017