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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

RGBD Based Gaze Estimation via Multi-Task CNN AAAI 2019
Joint Acne Image Grading and Counting via Label Distribution Learning ICCV 2019
Many Task Learning With Task Routing ICCV 2019
Better Transfer Learning with Inferred Successor Maps NIPS 2019
Generalized Block-Diagonal Structure Pursuit: Learning Soft Latent Task Assignment against Negative Transfer NIPS 2019
HLT@SUDA at SemEval-2019 Task 1: UCCA Graph Parsing as Constituent Tree Parsing SEMEVAL 2019
Korean Morphological Analysis with Tied Sequence-to-Sequence Multi-Task Model IJCNLP 2019
Keeping Consistency of Sentence Generation and Document Classification with Multi-Task Learning IJCNLP 2019
GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue IJCNLP 2019
A Context-based Framework for Modeling the Role and Function of On-line Resource Citations in Scientific Literature IJCNLP 2019
A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling IJCNLP 2019
Deconstructing Supertagging into Multi-Task Sequence Prediction CONLL 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks EMNLP 2019
CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis EMNLP 2019
Few-Shot and Zero-Shot Learning for Historical Text Normalization EMNLP 2019
Entity, Relation, and Event Extraction with Contextualized Span Representations IJCNLP 2019
TUPA at MRP 2019: A Multi-Task Baseline System CONLL 2019
A Unified Weight Learning Paradigm for Multi-view Learning AISTATS 2019
SJTU-NICT at MRP 2019: Multi-Task Learning for End-to-End Uniform Semantic Graph Parsing CONLL 2019
Hitachi at MRP 2019: Unified Encoder-to-Biaffine Network for Cross-Framework Meaning Representation Parsing CONLL 2019
SUDA-Alibaba at MRP 2019: Graph-Based Models with BERT CONLL 2019
Multi-Task Time Series Analysis applied to Drug Response Modelling AISTATS 2019
SJTU at MRP 2019: A Transition-Based Multi-Task Parser for Cross-Framework Meaning Representation Parsing CONLL 2019
On the Role of Syntactic Graph Convolutions for Identifying and Classifying Argument Components AAAI 2019
Lifelong Optimization with Low Regret AISTATS 2019