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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

Consistent MetaReg: Alleviating Intra-task Discrepancy for Better Meta-knowledge IJCAI 2020
A Novel Spatio-Temporal Multi-Task Approach for the Prediction of Diabetes-Related Complication: a Cardiopathy Case of Study IJCAI 2020
Efficient Domain Generalization via Common-Specific Low-Rank Decomposition ICML 2020
Randomized Block-Diagonal Preconditioning for Parallel Learning ICML 2020
Towards Explainable Conversational Recommendation IJCAI 2020
Progressive Relation Learning for Group Activity Recognition CVPR 2020
IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation EMNLP 2020
Joint Detection of Sentence Stress and Phrase Boundary for Prosody INTERSPEECH 2020
Multi-Task Learning with User Preferences: Gradient Descent with Controlled Ascent in Pareto Optimization ICML 2020
Learning to Recognize Per-Rater’s Emotion Perception Using Co-Rater Training Strategy with Soft and Hard Labels INTERSPEECH 2020
Joint Training with Semantic Role Labeling for Better Generalization in Natural Language Inference ACL 2020
An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining ACL 2020
Determining Question-Answer Plausibility in Crowdsourced Datasets Using Multi-Task Learning EMNLP 2020
The University of Helsinki and Aalto University submissions to the WMT 2020 news and low-resource translation tasks EMNLP 2020
Text Zoning and Classification for Job Advertisements in German, French and English EMNLP 2020
APE: Argument Pair Extraction from Peer Review and Rebuttal via Multi-task Learning EMNLP 2020
High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification CVPR 2020
Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments EMNLP 2020
AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces CVPR 2020
Seeing without Looking: Contextual Rescoring of Object Detections for AP Maximization CVPR 2020
Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events EMNLP 2020
Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations EMNLP 2020
Making Better Mistakes: Leveraging Class Hierarchies With Deep Networks CVPR 2020
Translation Quality Estimation by Jointly Learning to Score and Rank EMNLP 2020
Retrofitting Structure-aware Transformer Language Model for End Tasks EMNLP 2020