Multi-Task Learning

MyoDex: A Generalizable Prior for Dexterous Manipulation ICML 2023 Natural Disaster Tweets Classification Using Multimodal Data EMNLP 2023 Neuralizer: General Neuroimage Analysis Without Re-Training CVPR 2023 OCELOT: Overlapped Cell on Tissue Dataset for Histopathology CVPR 2023 One Embedder, Any Task: Instruction-Finetuned Text Embeddings ACL 2023 Online Continual Learning on Hierarchical Label Expansion ICCV 2023 Online Knowledge Distillation for Multi-Task Learning WACV 2023 On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval EMNLP 2023 On the Sample Complexity of Representation Learning in Multi-Task Bandits with Global and Local Structure AAAI 2023 Outlier-aware Inlier Modeling and Multi-scale Scoring for Anomalous Sound Detection via Multitask Learning Interspeech 2023 Parameter Efficient Multi-task Fine-tuning by Learning to Transfer Token-wise Prompts EMNLP 2023 Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models ICML 2023 Pay More Attention to Relation Exploration for Knowledge Base Question Answering ACL 2023 PCA-based Multi-Task Learning: a Random Matrix Approach ICML 2023 Peeking inside the black box: A Commonsense-aware Generative Framework for Explainable Complaint Detection ACL 2023 Peer-Label Assisted Hierarchical Text Classification ACL 2023 Personality Understanding of Fictional Characters during Book Reading ACL 2023 PGFed: Personalize Each Client's Global Objective for Federated Learning ICCV 2023 PingAnLifeInsurance at SemEval-2023 Task 10: Using Multi-Task Learning to Better Detect Online Sexism SemEval 2023 Point-to-Region Co-learning for Poverty Mapping at High Resolution Using Satellite Imagery AAAI 2023 Prefer to Classify: Improving Text Classifiers via Auxiliary Preference Learning ICML 2023 Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding EMNLP 2023 Promoting Gender Equality through Gender-biased Language Analysis in Social Media IJCAI 2023 Prompting ChatGPT in MNER: Enhanced Multimodal Named Entity Recognition with Auxiliary Refined Knowledge EMNLP 2023 Prototype-based HyperAdapter for Sample-Efficient Multi-task Tuning EMNLP 2023