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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

Multi-task Representation Learning with Stochastic Linear Bandits AISTATS 2023
Domain Incremental Lifelong Learning in an Open World ACL 2023
Contrastive Multi-Task Dense Prediction AAAI 2023
DH-FBK at SemEval-2023 Task 10: Multi-Task Learning with Classifier Ensemble Agreement for Sexism Detection ACL 2023
UCF: Uncovering Common Features for Generalizable Deepfake Detection ICCV 2023
ML Mob at SemEval-2023 Task 5: “Breaking News: Our Semi-Supervised and Multi-Task Learning Approach Spoils Clickbait” ACL 2023
PingAnLifeInsurance at SemEval-2023 Task 10: Using Multi-Task Learning to Better Detect Online Sexism ACL 2023
ChiPFormer: Transferable Chip Placement via Offline Decision Transformer ICML 2023
Multi-task Hierarchical Adversarial Inverse Reinforcement Learning ICML 2023
iLab at SemEval-2023 Task 11 Le-Wi-Di: Modelling Disagreement or Modelling Perspectives? SEMEVAL 2023
MulGT: Multi-Task Graph-Transformer with Task-Aware Knowledge Injection and Domain Knowledge-Driven Pooling for Whole Slide Image Analysis AAAI 2023
Chain-of-Skills: A Configurable Model for Open-Domain Question Answering ACL 2023
DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction AAAI 2023
Distractor Generation based on Text2Text Language Models with Pseudo Kullback-Leibler Divergence Regulation ACL 2023
HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks ACL 2023
Incorporating Factuality Inference to Identify Document-level Event Factuality ACL 2023
A Unified Framework for Emotion Identification and Generation in Dialogues EACL 2023
Style-transfer based Speech and Audio-visual Scene understanding for Robot Action Sequence Acquisition from Videos INTERSPEECH 2023
“Geen makkie”: Interpretable Classification and Simplification of Dutch Text Complexity ACL 2023
Elaboration-Generating Commonsense Question Answering at Scale ACL 2023
AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks ACL 2023
UL & UM6P at SemEval-2023 Task 10: Semi-Supervised Multi-task Learning for Explainable Detection of Online Sexism SEMEVAL 2023
Diverse Feature Mapping and Fusion via Multitask Learning for Multilingual Speech Emotion Recognition INTERSPEECH 2023
SAB at SemEval-2023 Task 2: Does Linguistic Information Aid in Named Entity Recognition? SEMEVAL 2023
MaChAmp at SemEval-2023 tasks 2, 3, 4, 5, 7, 8, 9, 10, 11, and 12: On the Effectiveness of Intermediate Training on an Uncurated Collection of Datasets. SEMEVAL 2023