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multi-task learning

2575 papers

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Also known as

MTL

Co-occurring keywords

transfer learning (5449) text classification (6793) representation learning (6206) neural network (6616) named entity recognition (2813) large language model (13587) domain adaptation (4595) knowledge distillation (3725) attention mechanism (4001) sentiment analysis (2084)

Papers

Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models ACL 2022
Multi-Task Dynamical Systems JMLR 2022
SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation CVPR 2022
Reinforcement Learning with Option Machines IJCAI 2022
A Transfer and Multi-Task Learning based Approach for MOS Prediction INTERSPEECH 2022
Association Graph Learning for Multi-Task Classification with Category Shifts NIPS 2022
Does Text Attract Attention on E-Commerce Images: A Novel Saliency Prediction Dataset and Method CVPR 2022
Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition via Multi-Task Learning INTERSPEECH 2022
LUNA: Learning Slot-Turn Alignment for Dialogue State Tracking NAACL 2022
Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning NAACL 2022
Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search CVPR 2022
Joint Video Summarization and Moment Localization by Cross-Task Sample Transfer CVPR 2022
On Privacy and Personalization in Cross-Silo Federated Learning NIPS 2022
Automated Chinese Essay Scoring from Multiple Traits COLING 2022
Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and Granularity EMNLP 2022
Offline Meta-Reinforcement Learning with Online Self-Supervision ICML 2022
Molecular Representation Learning via Heterogeneous Motif Graph Neural Networks ICML 2022
Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5 EMNLP 2022
MIC: A Multi-task Interactive Curation Tool EMNLP 2022
Combinatory Grammar Tells Underlying Relevance among Entities EMNLP 2022
Response Construct Tagging: NLP-Aided Assessment for Engineering Education NAACL 2022
Improving Multi-Task Generalization via Regularizing Spurious Correlation NIPS 2022
Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 EMNLP 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP 2022
Improving Policy Optimization with Generalist-Specialist Learning ICML 2022