Multi-Task Learning

Deep Asymmetric Multi-task Feature Learning ICML 2018 Deep Multi-instance Learning with Dynamic Pooling ACML 2018 Deep Reinforcement Learning for Chinese Zero Pronoun Resolution ACL 2018 Design of Experiments for Model Discrimination Hybridising Analytical and Data-Driven Approaches ICML 2018 Distant Supervision from Disparate Sources for Low-Resource Part-of-Speech Tagging EMNLP 2018 Distributed Multitask Reinforcement Learning with Quadratic Convergence NeurIPS 2018 Divide and Grow: Capturing Huge Diversity in Crowd Images With Incrementally Growing CNN CVPR 2018 Document-level Multi-aspect Sentiment Classification by Jointly Modeling Users, Aspects, and Overall Ratings COLING 2018 Does Tail Label Help for Large-Scale Multi-Label Learning IJCAI 2018 Dynamic Multi-Level Multi-Task Learning for Sentence Simplification COLING 2018 Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training EMNLP 2018 Entity-Centric Joint Modeling of Japanese Coreference Resolution and Predicate Argument Structure Analysis ACL 2018 Entity Linking within a Social Media Platform: A Case Study on Yelp EMNLP 2018 Environment Upgrade Reinforcement Learning for Non-Differentiable Multi-Stage Pipelines CVPR 2018 Expanding Motor Skills using Relay Networks CoRL 2018 Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting ACL 2018 Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages NAACL 2018 Forward-Backward Attention Decoder Interspeech 2018 FrameIt: Ontology Discovery for Noisy User-Generated Text EMNLP 2018 Generating Bilingual Pragmatic Color References NAACL 2018 Generating Topic-Oriented Summaries Using Neural Attention NAACL 2018 GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks ICML 2018 Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking ACL 2018 Human Needs Categorization of Affective Events Using Labeled and Unlabeled Data NAACL 2018 Improved Algorithms for Collaborative PAC Learning NeurIPS 2018