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multi-task learning

2556 papers

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Also known as

MTL MTTL MTLN

Co-occurring keywords

transfer learning (5442) text classification (6776) representation learning (6174) neural network (6616) named entity recognition (2801) large language model (12755) domain adaptation (4578) knowledge distillation (3680) attention mechanism (3975) sentiment analysis (2079)

Papers

Multi-Task Learning as Multi-Objective Optimization NIPS 2018
A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling ACL 2018
Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual Detection NIPS 2018
Separating Style and Content for Generalized Style Transfer CVPR 2018
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics CVPR 2018
Partially Shared Multi-Task Convolutional Neural Network With Local Constraint for Face Attribute Learning CVPR 2018
Multi-Task Learning by Maximizing Statistical Dependence CVPR 2018
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal CVPR 2018
Nonparametric variable importance using an augmented neural network with multi-task learning ICML 2018
Scalable Hyperparameter Transfer Learning NIPS 2018
Improved Algorithms for Collaborative PAC Learning NIPS 2018
Mix & Match Agent Curricula for Reinforcement Learning ICML 2018
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures ICML 2018
Multi-Task Label Embedding for Text Classification EMNLP 2018
MCapsNet: Capsule Network for Text with Multi-Task Learning EMNLP 2018
What can we learn from Semantic Tagging? EMNLP 2018
Exploring Named Entity Recognition As an Auxiliary Task for Slot Filling in Conversational Language Understanding EMNLP 2018
Investigating NP-Chunking with Universal Dependencies for English EMNLP 2018
Predicting News Headline Popularity with Syntactic and Semantic Knowledge Using Multi-Task Learning EMNLP 2018
Word Emotion Induction for Multiple Languages as a Deep Multi-Task Learning Problem NAACL 2018
Gated Multi-Task Network for Text Classification NAACL 2018
Nonoverlap-Promoting Variable Selection ICML 2018
Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation ACL 2018
Multi-Task Active Learning for Neural Semantic Role Labeling on Low Resource Conversational Corpus ACL 2018
Multi-task learning for historical text normalization: Size matters ACL 2018