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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

MGNet: Monocular Geometric Scene Understanding for Autonomous Driving ICCV 2021
Abusive Language Detection in Heterogeneous Contexts: Dataset Collection and the Role of Supervised Attention AAAI 2021
Learning Multiple Pixelwise Tasks Based on Loss Scale Balancing ICCV 2021
Annotations Matter: Leveraging Multi-task Learning to Parse UD and SUD ACL 2021
Hand Image Understanding via Deep Multi-Task Learning ICCV 2021
Exploring Relational Context for Multi-Task Dense Prediction ICCV 2021
Auxiliary Tasks and Exploration Enable ObjectGoal Navigation ICCV 2021
Weakly Supervised Representation Learning With Coarse Labels ICCV 2021
UniT: Multimodal Multitask Learning With a Unified Transformer ICCV 2021
Neural Architecture Search for Joint Human Parsing and Pose Estimation ICCV 2021
Segmentation-Grounded Scene Graph Generation ICCV 2021
Synchronous Dual Network with Cross-Type Attention for Joint Entity and Relation Extraction EMNLP 2021
Progressive Multi-task Learning with Controlled Information Flow for Joint Entity and Relation Extraction AAAI 2021
KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification AAAI 2021
FANS: Fusing ASR and NLU for On-Device SLU INTERSPEECH 2021
Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing AAAI 2021
Multi-Task Retrieval for Knowledge-Intensive Tasks ACL 2021
Dependent Multi-Task Learning with Causal Intervention for Image Captioning IJCAI 2021
Boosting Image-based Mutual Gaze Detection using Pseudo 3D Gaze AAAI 2021
Cross-lingual Sentence Embedding using Multi-Task Learning EMNLP 2021
Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues AAAI 2021
Task Uncertainty Loss Reduce Negative Transfer in Asymmetric Multi-task Feature Learning (Student Abstract) AAAI 2021
Semi-Supervised Learning for Multi-Task Scene Understanding by Neural Graph Consensus AAAI 2021
Classification by Attention: Scene Graph Classification with Prior Knowledge AAAI 2021
Predicting Livelihood Indicators from Community-Generated Street-Level Imagery AAAI 2021