Multi-Task Learning

ScAN: Suicide Attempt and Ideation Events Dataset NAACL 2022 Schema Encoding for Transferable Dialogue State Tracking COLING 2022 Section-Aware Commonsense Knowledge-Grounded Dialogue Generation with Pre-trained Language Model COLING 2022 Section Classification in Clinical Notes with Multi-task Transformers EMNLP 2022 SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition COLING 2022 SeeTek: Very Large-Scale Open-Set Logo Recognition With Text-Aware Metric Learning WACV 2022 Selecting Stickers in Open-Domain Dialogue through Multitask Learning ACL 2022 Semantic Cross Attention for Few-shot Learning ACML 2022 Semantic Segmentation of Legal Documents via Rhetorical Roles EMNLP 2022 Semi-supervised Learning with Multi-Head Co-Training AAAI 2022 Semi-Supervised Multi-Task Learning for Semantics and Depth WACV 2022 Sentiment and Emotion-Aware Multi-Modal Complaint Identification AAAI 2022 SF-DST: Few-Shot Self-Feeding Reading Comprehension Dialogue State Tracking with Auxiliary Task Interspeech 2022 SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation CVPR 2022 SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput Problems NeurIPS 2022 SkillSpan: Hard and Soft Skill Extraction from English Job Postings NAACL 2022 Social-Inverse: Inverse Decision-making of Social Contagion Management with Task Migrations NeurIPS 2022 Speech Emotion: Investigating Model Representations, Multi-Task Learning and Knowledge Distillation Interspeech 2022 Speech Emotion Recognition in the Wild using Multi-task and Adversarial Learning Interspeech 2022 SpreadGNN: Decentralized Multi-Task Federated Learning for Graph Neural Networks on Molecular Data AAAI 2022 Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation CVPR 2022 State & Trait Measurement from Nonverbal Vocalizations: A Multi-Task Joint Learning Approach Interspeech 2022 Stochastic Multiple Target Sampling Gradient Descent NeurIPS 2022 Sufficient reductions in regression with mixed predictors JMLR 2022 Table-based Fact Verification with Self-adaptive Mixture of Experts ACL 2022