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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

Real-World Image Super-Resolution as Multi-Task Learning NIPS 2023
ResearchTeam_HCN at SemEval-2023 Task 6: A knowledge enhanced transformers based legal NLP system SEMEVAL 2023
Lazybob at SemEval-2023 Task 9: Quantifying Intimacy of Multilingual Tweets with Multi-Task Learning SEMEVAL 2023
Improved Active Multi-Task Representation Learning via Lasso ICML 2023
A Survey of Multi-task Learning in Natural Language Processing: Regarding Task Relatedness and Training Methods EACL 2023
UM6P & UL at WojoodNER shared task: Improving Multi-Task Learning for Flat and Nested Arabic Named Entity Recognition EMNLP 2023
GYM at Qur’an QA 2023 Shared Task: Multi-Task Transfer Learning for Quranic Passage Retrieval and Question Answering with Large Language Models EMNLP 2023
Raphael at ArAIEval Shared Task: Understanding Persuasive Language and Tone, an LLM Approach EMNLP 2023
ProteinNPT: Improving Protein Property Prediction and Design with Non-Parametric Transformers NIPS 2023
Learning Semantic Role Labeling from Compatible Label Sequences EMNLP 2023
Grape Cold Hardiness Prediction via Multi-Task Learning AAAI 2023
Dialogue Act-Aided Backchannel Prediction Using Multi-Task Learning EMNLP 2023
Multi-Task Learning of Query Generation and Classification for Generative Conversational Question Rewriting EMNLP 2023
Towards Better Representations for Multi-Label Text Classification with Multi-granularity Information EMNLP 2023
EMT-NAS:Transferring Architectural Knowledge Between Tasks From Different Datasets CVPR 2023
CLMSM: A Multi-Task Learning Framework for Pre-training on Procedural Text EMNLP 2023
Parameter Efficient Multi-task Fine-tuning by Learning to Transfer Token-wise Prompts EMNLP 2023
SmartSpanNER: Making SpanNER Robust in Low Resource Scenarios EMNLP 2023
MAGVIT: Masked Generative Video Transformer CVPR 2023
Towards Flexible Multi-Modal Document Models CVPR 2023
An Adaptive Layer to Leverage Both Domain and Task Specific Information from Scarce Data AAAI 2023
Poly-PC: A Polyhedral Network for Multiple Point Cloud Tasks at Once CVPR 2023
Learning the Distribution of Errors in Stereo Matching for Joint Disparity and Uncertainty Estimation CVPR 2023
MTDiag: An Effective Multi-Task Framework for Automatic Diagnosis AAAI 2023
Learning Conflict-Noticed Architecture for Multi-Task Learning AAAI 2023