Multi-Task Learning

Two-Stage Approach to Multivariate Linear Regression with Sparsely Mismatched Data JMLR 2020 TXtract: Taxonomy-Aware Knowledge Extraction for Thousands of Product Categories ACL 2020 Understanding and Improving Information Transfer in Multi-Task Learning ICLR 2020 Understanding the Language of Political Agreement and Disagreement in Legislative Texts ACL 2020 Unsupervised Feature Adaptation Using Adversarial Multi-Task Training for Automatic Evaluation of Children’s Speech Interspeech 2020 UPB at SemEval-2020 Task 8: Joint Textual and Visual Modeling in a Multi-Task Learning Architecture for Memotion Analysis SemEval 2020 Utilizing Subword Entities in Character-Level Sequence-to-Sequence Lemmatization Models COLING 2020 Variational Label Enhancement ICML 2020 Weighted combination of BERT and N-GRAM features for Nuanced Arabic Dialect Identification COLING 2020 Zero-Resource Cross-Domain Named Entity Recognition ACL 2020 Zero-Shot Rationalization by Multi-Task Transfer Learning from Question Answering EMNLP 2020 A Context-based Framework for Modeling the Role and Function of On-line Resource Citations in Scientific Literature EMNLP 2019 A Cross-Topic Method for Supervised Relevance Classification EMNLP 2019 Adaptive Auxiliary Task Weighting for Reinforcement Learning NeurIPS 2019 Adaptively Scheduled Multitask Learning: The Case of Low-Resource Neural Machine Translation EMNLP 2019 Adversarial Multitask Learning for Joint Multi-Feature and Multi-Dialect Morphological Modeling ACL 2019 Aggressive Driving Saves More Time? Multi-task Learning for Customized Travel Time Estimation IJCAI 2019 A Hierarchical Framework for Relation Extraction with Reinforcement Learning AAAI 2019 A Hierarchical Multi-Task Approach for Learning Embeddings from Semantic Tasks AAAI 2019 Amalgamating Filtered Knowledge: Learning Task-customized Student from Multi-task Teachers IJCAI 2019 A Mandarin Prosodic Boundary Prediction Model Based on Multi-Task Learning Interspeech 2019 A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations NAACL 2019 A Multi-Task Architecture on Relevance-based Neural Query Translation ACL 2019 A Multi-Task Learning Approach for Answer Selection: A Study and a Chinese Law Dataset AAAI 2019 A Multi-Task Learning Framework for Extracting Bacteria Biotope Information EMNLP 2019