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

On Efficient Transformer-Based Image Pre-training for Low-Level Vision IJCAI 2023

Interpreting and Exploiting Functional Specialization in Multi-Head Attention under Multi-task Learning EMNLP 2023

FULLER: Unified Multi-modality Multi-task 3D Perception via Multi-level Gradient Calibration ICCV 2023

MMLung: Moving Closer to Practical Lung Health Estimation using Smartphones INTERSPEECH 2023

Independent Component Alignment for Multi-Task Learning CVPR 2023

TacoPrompt: A Collaborative Multi-Task Prompt Learning Method for Self-Supervised Taxonomy Completion EMNLP 2023

Rethinking and Improving Multi-task Learning for End-to-end Speech Translation EMNLP 2023

An Auxiliary Task Boosted Multi-task Learning Method for Service Account Retrieval with Limited Human Annotation EMNLP 2023

Calvados at MEDIQA-Chat 2023: Improving Clinical Note Generation with Multi-Task Instruction Finetuning ACL 2023

On the Sample Complexity of Representation Learning in Multi-Task Bandits with Global and Local Structure AAAI 2023

Quality Estimation-Assisted Automatic Post-Editing EMNLP 2023

Multi-Task Knowledge Distillation with Embedding Constraints for Scholarly Keyphrase Boundary Classification EMNLP 2023

Rubik's Optical Neural Networks: Multi-task Learning with Physics-aware Rotation Architecture IJCAI 2023

Federated Meta-Learning for Emotion and Sentiment Aware Multi-modal Complaint Identification EMNLP 2023

MT2: Towards a Multi-Task Machine Translation Model with Translation-Specific In-Context Learning EMNLP 2023

Exploring Distributional Shifts in Large Language Models for Code Analysis EMNLP 2023

ResearchTeam_HCN at SemEval-2023 Task 6: A knowledge enhanced transformers based legal NLP system ACL 2023

Hitachi at SemEval-2023 Task 3: Exploring Cross-lingual Multi-task Strategies for Genre and Framing Detection in Online News ACL 2023

Cross-Domain Argument Quality Estimation ACL 2023

Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning ACL 2023

KINLP at SemEval-2023 Task 12: Kinyarwanda Tweet Sentiment Analysis ACL 2023

Prototype-based HyperAdapter for Sample-Efficient Multi-task Tuning EMNLP 2023

AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks ACL 2023

GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks ICML 2023

Understanding Differential Search Index for Text Retrieval ACL 2023