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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

Student Customized Knowledge Distillation: Bridging the Gap Between Student and Teacher ICCV 2021
MT-ORL: Multi-Task Occlusion Relationship Learning ICCV 2021
Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets From 3D Scans ICCV 2021
GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks EMNLP 2021
The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders EMNLP 2021
Muppet: Massive Multi-task Representations with Pre-Finetuning EMNLP 2021
A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis EMNLP 2021
Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature Similarity EMNLP 2021
CSAGN: Conversational Structure Aware Graph Network for Conversational Semantic Role Labeling EMNLP 2021
BPM_MT: Enhanced Backchannel Prediction Model using Multi-Task Learning EMNLP 2021
A Bag of Tricks for Dialogue Summarization EMNLP 2021
Learning Class-Transductive Intent Representations for Zero-shot Intent Detection IJCAI 2021
KOAS: Korean Text Offensiveness Analysis System EMNLP 2021
CoTexT: Multi-task Learning with Code-Text Transformer ACL 2021
Coupling Intent and Action for Pedestrian Crossing Behavior Prediction IJCAI 2021
LIORI at SemEval-2021 Task 8: Ask Transformer for measurements SEMEVAL 2021
MagicPai at SemEval-2021 Task 7: Method for Detecting and Rating Humor Based on Multi-Task Adversarial Training ACL 2021
CS-UM6P at SemEval-2021 Task 7: Deep Multi-Task Learning Model for Detecting and Rating Humor and Offense SEMEVAL 2021
HOMADOS at SemEval-2021 Task 6: Multi-Task Learning for Propaganda Detection SEMEVAL 2021
Cambridge at SemEval-2021 Task 1: An Ensemble of Feature-Based and Neural Models for Lexical Complexity Prediction SEMEVAL 2021
Entity-level Cross-modal Learning Improves Multi-modal Machine Translation EMNLP 2021
Embedding Time Differences in Context-sensitive Neural Networks for Learning Time to Event ACL 2021
Topic-Guided Abstractive Multi-Document Summarization EMNLP 2021
Spurious Correlations in Cross-Topic Argument Mining ACL 2021
Federated Continual Learning with Weighted Inter-client Transfer ICML 2021