Multi-Task Learning

Extracting Entities and Relations with Joint Minimum Risk Training EMNLP 2018 GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding EMNLP 2018 GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks ICML 2018 Hybrid Knowledge Routed Modules for Large-scale Object Detection NeurIPS 2018 Improving Landmark Localization With Semi-Supervised Learning CVPR 2018 Investigating the Role of Argumentation in the Rhetorical Analysis of Scientific Publications with Neural Multi-Task Learning Models EMNLP 2018 Joint Learning for Emotion Classification and Emotion Cause Detection EMNLP 2018 Joint Learning for Targeted Sentiment Analysis EMNLP 2018 Joint Pose and Expression Modeling for Facial Expression Recognition CVPR 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 Learning to Multitask NeurIPS 2018 Linguistic representations in multi-task neural networks for ellipsis resolution EMNLP 2018 Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media NAACL 2018 Monocular 3D Pose and Shape Estimation of Multiple People in Natural Scenes - The Importance of Multiple Scene Constraints CVPR 2018 Multi-Layered Gradient Boosting Decision Trees NeurIPS 2018 Multi-Level Factorisation Net for Person Re-Identification CVPR 2018 Multi-Task Adversarial Network for Disentangled Feature Learning CVPR 2018 Multi-task Layout Analysis for Historical Handwritten Documents Using Fully Convolutional Networks IJCAI 2018 Multi-Task Learning as Multi-Objective Optimization NeurIPS 2018 Multi-task learning for historical text normalization: Size matters ACL 2018 Multi-Task Learning of Speech Recognition and Speech Synthesis Parameters for Ultrasound-based Silent Speech Interfaces Interspeech 2018 Multitask Parsing Across Semantic Representations ACL 2018 Nonparametric variable importance using an augmented neural network with multi-task learning ICML 2018 One "Ruler" for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning IJCAI 2018