Multi-Task Learning

Proofread Sentence Generation as Multi-Task Learning with Editing Operation Prediction IJCNLP 2017 Revisiting the Design Issues of Local Models for Japanese Predicate-Argument Structure Analysis IJCNLP 2017 Semi-supervised Multitask Learning for Sequence Labeling ACL 2017 Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning IJCNLP 2017 Steering Output Style and Topic in Neural Response Generation EMNLP 2017 The Intentional Unintentional Agent: Learning to Solve Many Continuous Control Tasks Simultaneously CoRL 2017 Towards Speech Emotion Recognition “in the Wild” Using Aggregated Corpora and Deep Multi-Task Learning Interspeech 2017 Using Target-side Monolingual Data for Neural Machine Translation through Multi-task Learning EMNLP 2017 When is multitask learning effective? Semantic sequence prediction under varying data conditions EACL 2017 YOLO9000: Better, Faster, Stronger CVPR 2017 A Bayesian Nonparametric Approach for Multi-label Classification ACML 2016 A Credit Assignment Compiler for Joint Prediction NeurIPS 2016 An Investigation on Training Deep Neural Networks Using Probabilistic Transcriptions Interspeech 2016 A Redundancy-Aware Sentence Regression Framework for Extractive Summarization COLING 2016 Articulatory-to-Acoustic Conversion with Cascaded Prediction of Spectral and Excitation Features Using Neural Networks Interspeech 2016 Assigning Fine-grained PoS Tags based on High-precision Coarse-grained Tagging COLING 2016 Asymmetric Multi-task Learning Based on Task Relatedness and Loss ICML 2016 A Unified Architecture for Semantic Role Labeling and Relation Classification COLING 2016 A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks COLING 2016 Better call Saul: Flexible Programming for Learning and Inference in NLP COLING 2016 Contextual Combinatorial Cascading Bandits ICML 2016 CP-mtML: Coupled Projection Multi-Task Metric Learning for Large Scale Face Retrieval CVPR 2016 DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation CVPR 2016 Deep Neural Network Based Acoustic-to-Articulatory Inversion Using Phone Sequence Information Interspeech 2016 Distributional Hypernym Generation by Jointly Learning Clusters and Projections COLING 2016