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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

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
IWE-Net: Instance Weight Network for Locating Negative Comments and its application to improve Traffic User Experience AAAI 2020
Alibaba Submission to the WMT20 Parallel Corpus Filtering Task EMNLP 2020
Multi-hop Inference for Question-driven Summarization EMNLP 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
Multi-Task Driven Feature Models for Thermal Infrared Tracking AAAI 2020
Deep Homography Estimation for Dynamic Scenes CVPR 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
Staged Knowledge Distillation for End-to-End Dysarthric Speech Recognition and Speech Attribute Transcription INTERSPEECH 2020