Multi-Task Learning

Improving Character-Based Decoding Using Target-Side Morphological Information for Neural Machine Translation NAACL 2018 Improving Entity Recommendation with Search Log and Multi-Task Learning IJCAI 2018 Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures ACL 2018 Investigating NP-Chunking with Universal Dependencies for English EMNLP 2018 Investigating the Role of Argumentation in the Rhetorical Analysis of Scientific Publications with Neural Multi-Task Learning Models EMNLP 2018 Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition IJCAI 2018 Label-Sensitive Task Grouping by Bayesian Nonparametric Approach for Multi-Task Multi-Label Learning IJCAI 2018 Learning-based Composite Metrics for Improved Caption Evaluation ACL 2018 Learning Comment Controversy Prediction in Web Discussions Using Incidentally Supervised Multi-Task CNNs EMNLP 2018 Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning ICLR 2018 Learning Joint Semantic Parsers from Disjoint Data NAACL 2018 Learning Pipelines with Limited Data and Domain Knowledge: A Study in Parsing Physics Problems NeurIPS 2018 Learning Policy Representations in Multiagent Systems ICML 2018 Learning representations for sentiment classification using Multi-task framework EMNLP 2018 Learning Semantic Textual Similarity from Conversations ACL 2018 Learning to Understand Image Blur CVPR 2018 Learning What to Share: Leaky Multi-Task Network for Text Classification COLING 2018 Legal Judgment Prediction via Topological Learning EMNLP 2018 Linguistically-Informed Self-Attention for Semantic Role Labeling EMNLP 2018 Linguistic representations in multi-task neural networks for ellipsis resolution EMNLP 2018 LT3 at SemEval-2018 Task 1: A classifier chain to detect emotions in tweets SemEval 2018 Marginal Likelihood Training of BiLSTM-CRF for Biomedical Named Entity Recognition from Disjoint Label Sets EMNLP 2018 MCapsNet: Capsule Network for Text with Multi-Task Learning EMNLP 2018 MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare NeurIPS 2018 Modeling Noisiness to Recognize Named Entities using Multitask Neural Networks on Social Media NAACL 2018