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Multi-Task Learning

955 directly classified papers

Papers per year

Papers

Taskonomy: Disentangling Task Transfer Learning CVPR 2018
Multi-Task Adversarial Network for Disentangled Feature Learning CVPR 2018
2D/3D Pose Estimation and Action Recognition Using Multitask Deep Learning CVPR 2018
Temporal Deformable Residual Networks for Action Segmentation in Videos CVPR 2018
On the Automatic Generation of Medical Imaging Reports ACL 2018
Supervised Treebank Conversion: Data and Approaches ACL 2018
A Multi-task Approach to Learning Multilingual Representations ACL 2018
Judicious Selection of Training Data in Assisting Language for Multilingual Neural NER ACL 2018
Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing ACL 2018
Adaptive Knowledge Sharing in Multi-Task Learning: Improving Low-Resource Neural Machine Translation ACL 2018
Polyglot Semantic Role Labeling ACL 2018
Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media NAACL 2018
GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks ICML 2018
Nonparametric variable importance using an augmented neural network with multi-task learning ICML 2018
Multi-task Layout Analysis for Historical Handwritten Documents Using Fully Convolutional Networks IJCAI 2018
One "Ruler" for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning IJCAI 2018
Text Emotion Distribution Learning via Multi-Task Convolutional Neural Network IJCAI 2018
Multi-Task Learning of Speech Recognition and Speech Synthesis Parameters for Ultrasound-based Silent Speech Interfaces INTERSPEECH 2018
Joint Learning for Emotion Classification and Emotion Cause Detection EMNLP 2018
When does deep multi-task learning work for loosely related document classification tasks? EMNLP 2018
What can we learn from Semantic Tagging? EMNLP 2018
Joint Learning for Targeted Sentiment Analysis EMNLP 2018
A Case Study on Learning a Unified Encoder of Relations EMNLP 2018
Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual Detection NIPS 2018
Multi-Task Learning as Multi-Objective Optimization NIPS 2018