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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

Neural Architecture Search for Joint Human Parsing and Pose Estimation ICCV 2021
UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense ACL 2021
Segmentation-Grounded Scene Graph Generation ICCV 2021
Amherst685 at SemEval-2021 Task 7: Joint Modeling of Classification and Regression for Humor and Offense ACL 2021
Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension AAAI 2021
FANS: Fusing ASR and NLU for On-Device SLU INTERSPEECH 2021
BanditMTL: Bandit-based Multi-task Learning for Text Classification ACL 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
KGP at SemEval-2021 Task 8: Leveraging Multi-Staged Language Models for Extracting Measurements, their Attributes and Relations ACL 2021
Task Uncertainty Loss Reduce Negative Transfer in Asymmetric Multi-task Feature Learning (Student Abstract) AAAI 2021
Cross-Modal Knowledge Distillation Method for Automatic Cued Speech Recognition INTERSPEECH 2021
ASR Posterior-Based Loss for Multi-Task End-to-End Speech Translation INTERSPEECH 2021
E2E-Based Multi-Task Learning Approach to Joint Speech and Accent Recognition INTERSPEECH 2021
Leveraging Speaker Attribute Information Using Multi Task Learning for Speaker Verification and Diarization INTERSPEECH 2021
Multiple Heads Are Better Than One: Few-Shot Font Generation With Multiple Localized Experts ICCV 2021
Tracking Interaction States for Multi-Turn Text-to-SQL Semantic Parsing AAAI 2021
Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues AAAI 2021
TempLe: Learning Template of Transitions for Sample Efficient Multi-task RL AAAI 2021
Graph Heterogeneous Multi-Relational Recommendation 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
Transformer-based Multi-Task Learning for Adverse Effect Mention Analysis in Tweets NAACL 2021
Task Switching Network for Multi-Task Learning ICCV 2021