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multi-task learning

2556 papers

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Also known as

MTL MTTL MTLN

Co-occurring keywords

transfer learning (5442) text classification (6776) representation learning (6174) neural network (6616) named entity recognition (2801) large language model (12755) domain adaptation (4578) knowledge distillation (3680) attention mechanism (3975) sentiment analysis (2079)

Papers

Meta-Learning based Deferred Optimisation for Sentiment and Emotion aware Multi-modal Dialogue Act Classification IJCNLP 2022
KESA: A Knowledge Enhanced Approach To Sentiment Analysis IJCNLP 2022
Deep Fusing Pre-trained Models into Neural Machine Translation AAAI 2022
Learning Multiple Dense Prediction Tasks From Partially Annotated Data CVPR 2022
Diversity Matters: Fully Exploiting Depth Clues for Reliable Monocular 3D Object Detection CVPR 2022
Cross-Task Knowledge Distillation in Multi-Task Recommendation AAAI 2022
DAD-3DHeads: A Large-Scale Dense, Accurate and Diverse Dataset for 3D Head Alignment From a Single Image CVPR 2022
Primitive3D: 3D Object Dataset Synthesis From Randomly Assembled Primitives CVPR 2022
No Task Left Behind: Multi-Task Learning of Knowledge Tracing and Option Tracing for Better Student Assessment AAAI 2022
Anaphora Resolution in Dialogue: System Description (CODI-CRAC 2022 Shared Task) COLING 2022
Controllable Dynamic Multi-Task Architectures CVPR 2022
Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization COLING 2022
Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction ACL 2022
Multi-task Learning for Paraphrase Generation With Keyword and Part-of-Speech Reconstruction ACL 2022
When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning ACL 2022
Q-Learning Scheduler for Multi Task Learning Through the use of Histogram of Task Uncertainty ACL 2022
NumHTML: Numeric-Oriented Hierarchical Transformer Model for Multi-Task Financial Forecasting AAAI 2022
Federated Multi-Task Attention for Cross-Individual Human Activity Recognition IJCAI 2022
Joint Alignment of Multi-Task Feature and Label Spaces for Emotion Cause Pair Extraction COLING 2022
Multi-Perspective Document Revision COLING 2022
Span Extraction Aided Improved Code-mixed Sentiment Classification COLING 2022
How to Parse a Creole: When Martinican Creole Meets French COLING 2022
Efficient Learning of Multiple NLP Tasks via Collective Weight Factorization on BERT NAACL 2022
Learning to Predict 3D Lane Shape and Camera Pose from a Single Image via Geometry Constraints AAAI 2022
Detecting Moments of Change and Suicidal Risks in Longitudinal User Texts Using Multi-task Learning NAACL 2022