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Multi-Task Learning

519 directly classified papers

Papers per year

Papers

MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior ICML 2023
Reinforcement Learning with History Dependent Dynamic Contexts ICML 2023
Teaching to Learn: Sequential Teaching of Learners with Internal States AAAI 2023
PCA-based Multi-Task Learning: a Random Matrix Approach ICML 2023
Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation ACL 2023
Lazybob at SemEval-2023 Task 9: Quantifying Intimacy of Multilingual Tweets with Multi-Task Learning SEMEVAL 2023
Split To Learn: Gradient Split for Multi-Task Human Image Analysis WACV 2023
Composite Learning for Robust and Effective Dense Predictions WACV 2023
Domain-Adapted Dependency Parsing for Cross-Domain Named Entity Recognition AAAI 2023
Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation ACL 2023
LibMTL: A Python Library for Deep Multi-Task Learning JMLR 2023
Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments JMLR 2023
Gap Minimization for Knowledge Sharing and Transfer JMLR 2023
HiClass: a Python Library for Local Hierarchical Classification Compatible with Scikit-learn JMLR 2023
Adversarial Multi-task Learning for End-to-end Metaphor Detection ACL 2023
Cluster-Specific Predictions with Multi-Task Gaussian Processes JMLR 2023
MVP: Multi-task Supervised Pre-training for Natural Language Generation ACL 2023
KINLP at SemEval-2023 Task 12: Kinyarwanda Tweet Sentiment Analysis ACL 2023
Curriculum Co-disentangled Representation Learning across Multiple Environments for Social Recommendation ICML 2023
Auxiliary Learning as an Asymmetric Bargaining Game ICML 2023
Fair and Accurate Decision Making through Group-Aware Learning ICML 2023
Synergies between Disentanglement and Sparsity: Generalization and Identifiability in Multi-Task Learning ICML 2023
Exploring multi-task learning and data augmentation in dementia detection with self-supervised pretrained models INTERSPEECH 2023
Enhancing Cross-lingual Transfer via Phonemic Transcription Integration ACL 2023
Towards Multi-task Learning of Speech and Speaker Recognition INTERSPEECH 2023