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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

Multi-Resolution Sensing for Real-Time Control with Vision-Language Models CORL 2023
VTCC-NLP at SemEval-2023 Task 6:Long-Text Representation Based on Graph Neural Network for Rhetorical Roles Prediction ACL 2023
SLAP: Spatial-Language Attention Policies CORL 2023
A Multi-Task Learning Framework for Sound Event Detection using High-level Acoustic Characteristics of Sounds INTERSPEECH 2023
Neuralizer: General Neuroimage Analysis Without Re-Training CVPR 2023
Calvados at MEDIQA-Chat 2023: Improving Clinical Note Generation with Multi-Task Instruction Finetuning ACL 2023
Lazybob at SemEval-2023 Task 9: Quantifying Intimacy of Multilingual Tweets with Multi-Task Learning ACL 2023
AutoSTL: Automated Spatio-Temporal Multi-Task Learning AAAI 2023
MaChAmp at SemEval-2023 tasks 2, 3, 4, 5, 7, 8, 9, 10, 11, and 12: On the Effectiveness of Intermediate Training on an Uncurated Collection of Datasets. ACL 2023
Planning-Oriented Autonomous Driving CVPR 2023
Towards a Unified Conversational Recommendation System: Multi-task Learning via Contextualized Knowledge Distillation EMNLP 2023
Natural Disaster Tweets Classification Using Multimodal Data EMNLP 2023
Visual Exemplar Driven Task-Prompting for Unified Perception in Autonomous Driving CVPR 2023
Language Adaptive Weight Generation for Multi-Task Visual Grounding CVPR 2023
Sibling-Attack: Rethinking Transferable Adversarial Attacks Against Face Recognition CVPR 2023
Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences ACL 2023
Ingredient-Oriented Multi-Degradation Learning for Image Restoration CVPR 2023
TarViS: A Unified Approach for Target-Based Video Segmentation CVPR 2023
A Multi-task Learning Framework for Quality Estimation ACL 2023
Batch Model Consolidation: A Multi-Task Model Consolidation Framework CVPR 2023
UniHCP: A Unified Model for Human-Centric Perceptions CVPR 2023
Scaling Up and Distilling Down: Language-Guided Robot Skill Acquisition CORL 2023
Egocentric Video Task Translation CVPR 2023
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks CVPR 2023
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes ACL 2023