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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

Efficient Inference in Multi-task Cox Process Models AISTATS 2019
JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds With Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields CVPR 2019
Multi-Task Ordinal Regression for Jointly Predicting the Trustworthiness and the Leading Political Ideology of News Media NAACL 2019
Beyond task success: A closer look at jointly learning to see, ask, and GuessWhat NAACL 2019
Better, Faster, Stronger Sequence Tagging Constituent Parsers NAACL 2019
A general framework for information extraction using dynamic span graphs NAACL 2019
Rewarding Coreference Resolvers for Being Consistent with World Knowledge EMNLP 2019
Meta-Inverse Reinforcement Learning with Probabilistic Context Variables NIPS 2019
Joint Face Detection and Facial Motion Retargeting for Multiple Faces CVPR 2019
Deep Virtual Networks for Memory Efficient Inference of Multiple Tasks CVPR 2019
Scribble-to-Painting Transformation with Multi-Task Generative Adversarial Networks IJCAI 2019
Simultaneous Private Learning of Multiple Concepts JMLR 2019
Comparatives, Quantifiers, Proportions: a Multi-Task Model for the Learning of Quantities from Vision NAACL 2018
Solving Data Sparsity for Aspect Based Sentiment Analysis Using Cross-Linguality and Multi-Linguality NAACL 2018
SRL4ORL: Improving Opinion Role Labeling Using Multi-Task Learning with Semantic Role Labeling NAACL 2018
Neural Machine Translation for Bilingually Scarce Scenarios: a Deep Multi-Task Learning Approach NAACL 2018
Learning Joint Semantic Parsers from Disjoint Data NAACL 2018
Investigating the Role of Argumentation in the Rhetorical Analysis of Scientific Publications with Neural Multi-Task Learning Models EMNLP 2018
Legal Judgment Prediction via Topological Learning EMNLP 2018
SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation NAACL 2018
Multi-Task Learning of Pairwise Sequence Classification Tasks over Disparate Label Spaces NAACL 2018
A strong baseline for question relevancy ranking EMNLP 2018
A Case Study on Learning a Unified Encoder of Relations EMNLP 2018
THU_NGN at SemEval-2018 Task 3: Tweet Irony Detection with Densely connected LSTM and Multi-task Learning SEMEVAL 2018
Personality-Aware Personalized Emotion Recognition from Physiological Signals IJCAI 2018