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multitask learning

352 papers

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Co-occurring keywords

multi-task learning (2575) transfer learning (5449) text classification (6793) representation learning (6206) multimodal learning (4645) neural network (6616) named entity recognition (2813) large language model (13587) dependency parsing (803) machine translation (2499)

Papers

Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings EMNLP 2018
Multi-task Learning with Augmentation Strategy for Acoustic-to-word Attention-based Encoder-decoder Speech Recognition INTERSPEECH 2018
Forward-Backward Attention Decoder INTERSPEECH 2018
Multitask Parsing Across Semantic Representations ACL 2018
Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media NAACL 2018
Syntactic Scaffolds for Semantic Structures EMNLP 2018
Multitask Spectral Learning of Weighted Automata NIPS 2017
Effective shared representations with Multitask Learning for Community Question Answering EACL 2017
Multitask Sequence-to-Sequence Models for Grapheme-to-Phoneme Conversion INTERSPEECH 2017
Neural Architectures for Multilingual Semantic Parsing ACL 2017
Multitask Learning with CTC and Segmental CRF for Speech Recognition INTERSPEECH 2017
Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier ICML 2017
Active Learning from Peers NIPS 2017
When is multitask learning effective? Semantic sequence prediction under varying data conditions EACL 2017
Consistent Multitask Learning with Nonlinear Output Relations NIPS 2017
Discrete Duration Model for Speech Synthesis INTERSPEECH 2017
Jointly Learning Energy Expenditures and Activities Using Egocentric Multimodal Signals CVPR 2017
Deep Multitask Architecture for Integrated 2D and 3D Human Sensing CVPR 2017
Modular Multitask Reinforcement Learning with Policy Sketches ICML 2017
Hierarchy Through Composition with Multitask LMDPs ICML 2017
Multitask Learning with Low-Level Auxiliary Tasks for Encoder-Decoder Based Speech Recognition INTERSPEECH 2017
Multitask Learning for Mental Health Conditions with Limited Social Media Data EACL 2017
Deep Multitask Learning for Semantic Dependency Parsing ACL 2017
Semi-supervised Multitask Learning for Sequence Labeling ACL 2017
Imagination Improves Multimodal Translation IJCNLP 2017