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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

MagicPai at SemEval-2021 Task 7: Method for Detecting and Rating Humor Based on Multi-Task Adversarial Training ACL 2021
Cyclic Co-Learning of Sounding Object Visual Grounding and Sound Separation CVPR 2021
CoTexT: Multi-task Learning with Code-Text Transformer ACL 2021
KSM: Fast Multiple Task Adaption via Kernel-Wise Soft Mask Learning CVPR 2021
One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets ACL 2021
Spurious Correlations in Cross-Topic Argument Mining ACL 2021
MTAdam: Automatic Balancing of Multiple Training Loss Terms EMNLP 2021
BanditMTL: Bandit-based Multi-task Learning for Text Classification ACL 2021
LexiClean: An annotation tool for rapid multi-task lexical normalisation EMNLP 2021
KGP at SemEval-2021 Task 8: Leveraging Multi-Staged Language Models for Extracting Measurements, their Attributes and Relations ACL 2021
UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense ACL 2021
Generate & Rank: A Multi-task Framework for Math Word Problems EMNLP 2021
Improving End-to-End Task-Oriented Dialog System with A Simple Auxiliary Task EMNLP 2021
Amherst685 at SemEval-2021 Task 7: Joint Modeling of Classification and Regression for Humor and Offense ACL 2021
Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework EMNLP 2021
Knowledge-Interactive Network with Sentiment Polarity Intensity-Aware Multi-Task Learning for Emotion Recognition in Conversations EMNLP 2021
Exploring Multitask Learning for Low-Resource Abstractive Summarization EMNLP 2021
Multi-Task Dense Retrieval via Model Uncertainty Fusion for Open-Domain Question Answering EMNLP 2021
A Web Scale Entity Extraction System EMNLP 2021
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