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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

Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search CVPR 2022
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model ACL 2022
Perceiver-Actor: A Multi-Task Transformer for Robotic Manipulation CORL 2022
Hierarchical Multi-task learning framework for Isometric-Speech Language Translation ACL 2022
Auxiliary Learning for Named Entity Recognition with Multiple Auxiliary Biomedical Training Data ACL 2022
Multi-Task Dynamical Systems JMLR 2022
Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Texts: An Empirical Study on Ten Benchmark Datasets ACL 2022
Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis ACL 2022
MetaWeighting: Learning to Weight Tasks in Multi-Task Learning ACL 2022
An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition ACL 2022
DEEP: DEnoising Entity Pre-training for Neural Machine Translation ACL 2022
Principle of relevant information for graph sparsification UAI 2022
Zero-Shot Cross-lingual Semantic Parsing ACL 2022
A Transfer and Multi-Task Learning based Approach for MOS Prediction INTERSPEECH 2022
HyperPrompt: Prompt-based Task-Conditioning of Transformers ICML 2022
Does Text Attract Attention on E-Commerce Images: A Novel Saliency Prediction Dataset and Method CVPR 2022
Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition via Multi-Task Learning INTERSPEECH 2022
LUNA: Learning Slot-Turn Alignment for Dialogue State Tracking NAACL 2022
Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning NAACL 2022
Automated Chinese Essay Scoring from Multiple Traits COLING 2022
MaChAmp at SemEval-2022 Tasks 2, 3, 4, 6, 10, 11, and 12: Multi-task Multi-lingual Learning for a Pre-selected Set of Semantic Datasets SEMEVAL 2022
Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and Granularity EMNLP 2022
Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks AAAI 2022
Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5 EMNLP 2022
MIC: A Multi-task Interactive Curation Tool EMNLP 2022