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Multi-Task Learning

519 directly classified papers

Papers per year

Papers

TaskWeb: Selecting Better Source Tasks for Multi-task NLP EMNLP 2023
Multijugate Dual Learning for Low-Resource Task-Oriented Dialogue System ACL 2023
Soft Target-Enhanced Matching Framework for Deep Entity Matching AAAI 2023
Towards Multi-task Learning of Speech and Speaker Recognition INTERSPEECH 2023
Target Vocabulary Recognition Based on Multi-Task Learning with Decomposed Teacher Sequences INTERSPEECH 2023
A Novel Multi-Task Learning Approach for Context-Sensitive Compound Type Identification in Sanskrit COLING 2022
LipKey: A Large-Scale News Dataset for Absent Keyphrases Generation and Abstractive Summarization COLING 2022
Gated Mechanism Enhanced Multi-Task Learning for Dialog Routing COLING 2022
A Distance-Aware Multi-Task Framework for Conversational Discourse Parsing COLING 2022
Findings of the Shared Task on Multi-task Learning in Dravidian Languages ACL 2022
Hierarchical Tagger with Multi-task Learning for Cross-domain Slot Filling INTERSPEECH 2022
Exploring Multi-task Learning Based Gender Recognition and Age Estimation for Class-imbalanced Data INTERSPEECH 2022
Q-Learning Scheduler for Multi Task Learning Through the use of Histogram of Task Uncertainty ACL 2022
Non-intrusive Speech Quality Assessment with a Multi-Task Learning based Subband Adaptive Attention Temporal Convolutional Neural Network INTERSPEECH 2022
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data ACL 2022
Semi-Supervised Multi-Task Learning for Semantics and Depth WACV 2022
Multitasking Framework for Unsupervised Simple Definition Generation ACL 2022
Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning NAACL 2022
Adaptor: Objective-Centric Adaptation Framework for Language Models ACL 2022
Multi-Task Dynamical Systems JMLR 2022
Multitask Learning for Low Resource Spoken Language Understanding INTERSPEECH 2022
A Unified Accent Estimation Method Based on Multi-Task Learning for Japanese Text-to-Speech INTERSPEECH 2022
Constrained Multi-Task Learning for Bridging Resolution ACL 2022
MetaWeighting: Learning to Weight Tasks in Multi-Task Learning ACL 2022
Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and Granularity EMNLP 2022