Multi-Task Learning

Neural Machine Translation for Bilingually Scarce Scenarios: a Deep Multi-Task Learning Approach NAACL 2018 Neural Multitask Learning for Simile Recognition EMNLP 2018 Nonoverlap-Promoting Variable Selection ICML 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 On the Automatic Generation of Medical Imaging Reports ACL 2018 Optimal Cooperative Inference AISTATS 2018 Party Matters: Enhancing Legislative Embeddings with Author Attributes for Vote Prediction ACL 2018 PD3: Better Low-Resource Cross-Lingual Transfer By Combining Direct Transfer and Annotation Projection EMNLP 2018 Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning EMNLP 2018 Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling CVPR 2018 Polarity and Intensity: the Two Aspects of Sentiment Analysis ACL 2018 Predicting Activity and Location with Multi-task Context Aware Recurrent Neural Network IJCAI 2018 Predicting misreadings from gaze in children with reading difficulties NAACL 2018 Predicting News Headline Popularity with Syntactic and Semantic Knowledge Using Multi-Task Learning EMNLP 2018 Prediction of Turn-taking Using Multitask Learning with Prediction of Backchannels and Fillers Interspeech 2018 Pseudo-task Augmentation: From Deep Multitask Learning to Intratask Sharing—and Back ICML 2018 Rademacher Complexity Bounds for a Penalized Multi-class Semi-supervised Algorithm (Extended Abstract) IJCAI 2018 Routing Networks: Adaptive Selection of Non-Linear Functions for Multi-Task Learning ICLR 2018 Scikit-Multiflow: A Multi-output Streaming Framework JMLR 2018 Self-Training for Jointly Learning to Ask and Answer Questions NAACL 2018 Semi-Supervised Sequence Modeling with Cross-View Training EMNLP 2018 SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation NAACL 2018 Sluice Resolution without Hand-Crafted Features over Brittle Syntax Trees NAACL 2018 Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation ACL 2018