Multi-Task Learning

SRL4ORL: Improving Opinion Role Labeling Using Multi-Task Learning with Semantic Role Labeling NAACL 2018 Syntactic Scaffolds for Semantic Structures EMNLP 2018 The DipInfo-UniTo system for SRST 2018 ACL 2018 The Search Problem in Mixture Models JMLR 2018 Thoracic Disease Identification and Localization With Limited Supervision CVPR 2018 THU_NGN at SemEval-2018 Task 3: Tweet Irony Detection with Densely connected LSTM and Multi-task Learning SemEval 2018 Tied Multitask Learning for Neural Speech Translation NAACL 2018 Towards Enabling Binary Decomposition for Partial Label Learning IJCAI 2018 Transfer and Multi-Task Learning for Noun–Noun Compound Interpretation EMNLP 2018 Transfer Learning Based Progressive Neural Networks for Acoustic Modeling in Statistical Parametric Speech Synthesis Interspeech 2018 TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification EMNLP 2018 Ultra-Fine Entity Typing ACL 2018 UniMelb at SemEval-2018 Task 12: Generative Implication using LSTMs, Siamese Networks and Semantic Representations with Synonym Fuzzing SemEval 2018 When does deep multi-task learning work for loosely related document classification tasks? EMNLP 2018 When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach IJCAI 2018 Word Emotion Induction for Multiple Languages as a Deep Multi-Task Learning Problem NAACL 2018 Working Memory Networks: Augmenting Memory Networks with a Relational Reasoning Module ACL 2018 Active Learning from Peers NeurIPS 2017 Adaptive Group Sparse Multi-task Learning via Trace Lasso IJCAI 2017 A graph-theoretic approach to multitasking NeurIPS 2017 A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks EMNLP 2017 Alternative Approaches to Neural Network Based Speaker Verification Interspeech 2017 A Multi-task Approach to Predict Likability of Books EACL 2017 A Multi-task Learning Approach to Adapting Bilingual Word Embeddings for Cross-lingual Named Entity Recognition IJCNLP 2017 A Progressive Learning Approach to Chinese SRL Using Heterogeneous Data ACL 2017