Multi-Task Learning

Consistent MetaReg: Alleviating Intra-task Discrepancy for Better Meta-knowledge IJCAI 2020 Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with K-Means Features AAAI 2020 Context-Aware Answer Extraction in Question Answering EMNLP 2020 CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning AAAI 2020 COTSAE: CO-Training of Structure and Attribute Embeddings for Entity Alignment AAAI 2020 Coupled Hierarchical Transformer for Stance-Aware Rumor Verification in Social Media Conversations EMNLP 2020 Coupled-View Deep Classifier Learning from Multiple Noisy Annotators AAAI 2020 Data-Free Knowledge Amalgamation via Group-Stack Dual-GAN CVPR 2020 DATNet: Dense Auxiliary Tasks for Object Detection WACV 2020 DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification AAAI 2020 DeepAlerts: Deep Learning Based Multi-Horizon Alerts for Clinical Deterioration on Oncology Hospital Wards AAAI 2020 Deep Embedded Complementary and Interactive Information for Multi-View Classification AAAI 2020 Deep Hierarchical Classification for Category Prediction in E-commerce System ACL 2020 Deep Homography Estimation for Dynamic Scenes CVPR 2020 Deep Hurdle Networks for Zero-Inflated Multi-Target Regression: Application to Multiple Species Abundance Estimation IJCAI 2020 Design Space for Graph Neural Networks NeurIPS 2020 Detecting Domain-Specific Credibility and Expertise in Text and Speech Interspeech 2020 Detecting Perceived Emotions in Hurricane Disasters ACL 2020 Determining Question-Answer Plausibility in Crowdsourced Datasets Using Multi-Task Learning EMNLP 2020 DGGAN: Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images in 3D Hand Pose Estimation WACV 2020 Dialogue State Tracking with Explicit Slot Connection Modeling ACL 2020 Distilling Knowledge from Well-Informed Soft Labels for Neural Relation Extraction AAAI 2020 Dynamic Data Selection for Curriculum Learning via Ability Estimation EMNLP 2020 Dynamic Sampling Strategies for Multi-Task Reading Comprehension ACL 2020 Effective Architectures for Low Resource Multilingual Named Entity Transliteration AACL 2020