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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

Variational Label Enhancement ICML 2020
Enhanced POET: Open-ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions ICML 2020
Rumor Detection on Twitter Using Multiloss Hierarchical BiLSTM with an Attenuation Factor AACL 2020
Adaptive Adversarial Multi-task Representation Learning ICML 2020
Multi-Task Learning for Metaphor Detection with Graph Convolutional Neural Networks and Word Sense Disambiguation AAAI 2020
Leveraging Multi-Token Entities in Document-Level Named Entity Recognition AAAI 2020
Coupled-View Deep Classifier Learning from Multiple Noisy Annotators AAAI 2020
Forgetting to Learn Logic Programs AAAI 2020
Towards Socially Responsible AI: Cognitive Bias-Aware Multi-Objective Learning AAAI 2020
Adapting Stable Matchings to Evolving Preferences AAAI 2020
DeepAlerts: Deep Learning Based Multi-Horizon Alerts for Clinical Deterioration on Oncology Hospital Wards AAAI 2020
Predictive Student Modeling in Educational Games with Multi-Task Learning AAAI 2020
AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces CVPR 2020
On Identifying Hashtags in Disaster Twitter Data AAAI 2020
Orthogonalized SGD and Nested Architectures for Anytime Neural Networks ICML 2020
Multi-Task Learning with Generative Adversarial Training for Multi-Passage Machine Reading Comprehension AAAI 2020
MMM: Multi-Stage Multi-Task Learning for Multi-Choice Reading Comprehension AAAI 2020
Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation AAAI 2020
Multi-Task Learning for Diabetic Retinopathy Grading and Lesion Segmentation AAAI 2020
Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with K-Means Features AAAI 2020
Learning Geo-Contextual Embeddings for Commuting Flow Prediction AAAI 2020
Learning to Incorporate Structure Knowledge for Image Inpainting AAAI 2020
CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning AAAI 2020
Select, Answer and Explain: Interpretable Multi-Hop Reading Comprehension over Multiple Documents AAAI 2020
Hierarchical Graph Network for Multi-hop Question Answering EMNLP 2020