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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

Boosting Multi-task Learning Through Combination of Task Labels - with Applications in ECG Phenotyping AAAI 2021
Multi-task and meta-learning with sparse linear bandits UAI 2021
Synchronous Dual Network with Cross-Type Attention for Joint Entity and Relation Extraction EMNLP 2021
KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification AAAI 2021
Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing AAAI 2021
UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark AAAI 2021
Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification AAAI 2021
TempLe: Learning Template of Transitions for Sample Efficient Multi-task RL AAAI 2021
Progressive Multi-task Learning with Controlled Information Flow for Joint Entity and Relation Extraction AAAI 2021
Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues AAAI 2021
Semi-Supervised Learning for Multi-Task Scene Understanding by Neural Graph Consensus AAAI 2021
Joint Semantic-geometric Learning for Polygonal Building Segmentation AAAI 2021
Multi-task Actor-Critic with Knowledge Transfer via a Shared Critic ACML 2021
RevMan: Revenue-aware Multi-task Online Insurance Recommendation AAAI 2021
Ada-Segment: Automated Multi-loss Adaptation for Panoptic Segmentation AAAI 2021
Meta-Model-Based Meta-Policy Optimization ACML 2021
Improving Weakly Supervised Lesion Segmentation using Multi-Task Learning MIDL 2021
Graph Heterogeneous Multi-Relational Recommendation AAAI 2021
Student Customized Knowledge Distillation: Bridging the Gap Between Student and Teacher ICCV 2021
Learning Cross-Task Attribute - Attribute Similarity for Multi-task Attribute-Value Extraction ACL 2021
Referring Transformer: A One-step Approach to Multi-task Visual Grounding NIPS 2021
Recomposing the Reinforcement Learning Building Blocks with Hypernetworks ICML 2021
MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization AAAI 2021
argmax centroid NIPS 2021
Towards robust vision by multi-task learning on monkey visual cortex NIPS 2021