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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

Active Learning for Multiple Target Models NIPS 2022
Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 EMNLP 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP 2022
SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation CVPR 2022
Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search CVPR 2022
Joint Video Summarization and Moment Localization by Cross-Task Sample Transfer CVPR 2022
MDCSpell: A Multi-task Detector-Corrector Framework for Chinese Spelling Correction ACL 2022
Incorporating Stock Market Signals for Twitter Stance Detection ACL 2022
Team IITP-AINLPML at WASSA 2022: Empathy Detection, Emotion Classification and Personality Detection ACL 2022
What to Learn, and How: Toward Effective Learning from Rationales ACL 2022
UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentation NAACL 2022
Joint Classification and Trajectory Regression of Online Handwriting Using a Multi-Task Learning Approach WACV 2022
ConTinTin: Continual Learning from Task Instructions ACL 2022
An Emotion-Based Multi-Task Approach to Fake News Detection (Student Abstract) AAAI 2022
SCSNet: An Efficient Paradigm for Learning Simultaneously Image Colorization and Super-resolution AAAI 2022
SpreadGNN: Decentralized Multi-Task Federated Learning for Graph Neural Networks on Molecular Data AAAI 2022
Toward Building a Language Model for Understanding Temporal Commonsense IJCNLP 2022
Hierarchical Multi-task learning framework for Isometric-Speech Language Translation ACL 2022
A Simple Approach to Jointly Rank Passages and Select Relevant Sentences in the OBQA Context NAACL 2022
Federated Multi-Task Attention for Cross-Individual Human Activity Recognition IJCAI 2022
Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation NAACL 2022
Auxiliary Learning for Named Entity Recognition with Multiple Auxiliary Biomedical Training Data ACL 2022
Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction NAACL 2022
Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Texts: An Empirical Study on Ten Benchmark Datasets ACL 2022
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model ACL 2022