← Learning Types
Machine Learning › Learning Types ›

Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

Multi-objective Model-based Policy Search for Data-efficient Learning with Sparse Rewards CORL 2018
Multi-Task Learning of Speech Recognition and Speech Synthesis Parameters for Ultrasound-based Silent Speech Interfaces INTERSPEECH 2018
Deep Multi-instance Learning with Dynamic Pooling ACML 2018
Articulation-to-Speech Synthesis Using Articulatory Flesh Point Sensors’ Orientation Information INTERSPEECH 2018
Learning Semantic Textual Similarity from Conversations ACL 2018
Learning-based Composite Metrics for Improved Caption Evaluation ACL 2018
Party Matters: Enhancing Legislative Embeddings with Author Attributes for Vote Prediction ACL 2018
Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation ACL 2018
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting ACL 2018
Deep Reinforcement Learning for Chinese Zero Pronoun Resolution ACL 2018
Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures ACL 2018
Comparative Analysis of Neural QA models on SQuAD ACL 2018
Prediction of Turn-taking Using Multitask Learning with Prediction of Backchannels and Fillers INTERSPEECH 2018
Transfer Learning Based Progressive Neural Networks for Acoustic Modeling in Statistical Parametric Speech Synthesis INTERSPEECH 2018
A Multitask Learning Approach to Assess the Dysarthria Severity in Patients with Parkinson's Disease INTERSPEECH 2018
One "Ruler" for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning IJCAI 2018
Multi-Task Clustering with Model Relation Learning IJCAI 2018
TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification EMNLP 2018
A dataset and baselines for sequential open-domain question answering EMNLP 2018
Linguistically-Informed Self-Attention for Semantic Role Labeling EMNLP 2018
Multi-Task Learning as Multi-Objective Optimization NIPS 2018
Thoracic Disease Identification and Localization With Limited Supervision CVPR 2018
Learning to Understand Image Blur CVPR 2018
Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms EMNLP 2018
Label-Sensitive Task Grouping by Bayesian Nonparametric Approach for Multi-Task Multi-Label Learning IJCAI 2018