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Multi-Task Learning

519 directly classified papers

Papers per year

Papers

Text Categorization by Learning Predominant Sense of Words as Auxiliary Task ACL 2019
Employing the Correspondence of Relations and Connectives to Identify Implicit Discourse Relations via Label Embeddings ACL 2019
DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain ACL 2019
Sieg at MEDIQA 2019: Multi-task Neural Ensemble for Biomedical Inference and Entailment ACL 2019
Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base EMNLP 2019
Different Absorption from the Same Sharing: Sifted Multi-task Learning for Fake News Detection EMNLP 2019
Reinforcement-based denoising of distantly supervised NER with partial annotation EMNLP 2019
Transductive Auxiliary Task Self-Training for Neural Multi-Task Models EMNLP 2019
Expanding Motor Skills using Relay Networks CORL 2018
Multi-Task Learning of Speech Recognition and Speech Synthesis Parameters for Ultrasound-based Silent Speech Interfaces INTERSPEECH 2018
Rademacher Complexity Bounds for a Penalized Multi-class Semi-supervised Algorithm (Extended Abstract) IJCAI 2018
Cost-Effective Active Learning for Hierarchical Multi-Label Classification IJCAI 2018
Nonoverlap-Promoting Variable Selection ICML 2018
Learning Policy Representations in Multiagent Systems ICML 2018
GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks ICML 2018
Multi-Task Learning of Pairwise Sequence Classification Tasks over Disparate Label Spaces NAACL 2018
Self-Training for Jointly Learning to Ask and Answer Questions NAACL 2018
SRL4ORL: Improving Opinion Role Labeling Using Multi-Task Learning with Semantic Role Labeling NAACL 2018
Comparatives, Quantifiers, Proportions: a Multi-Task Model for the Learning of Quantities from Vision NAACL 2018
Tied Multitask Learning for Neural Speech Translation NAACL 2018
Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages NAACL 2018
Multi-Task Active Learning for Neural Semantic Role Labeling on Low Resource Conversational Corpus ACL 2018
A Multitask Learning Approach to Assess the Dysarthria Severity in Patients with Parkinson's Disease INTERSPEECH 2018
Improving Entity Recommendation with Search Log and Multi-Task Learning IJCAI 2018
Scikit-Multiflow: A Multi-output Streaming Framework JMLR 2018