Multi-Task Learning

Glance and Gaze: Inferring Action-Aware Points for One-Stage Human-Object Interaction Detection CVPR 2021 GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks EMNLP 2021 Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification EMNLP 2021 Group Collaborative Learning for Co-Salient Object Detection CVPR 2021 HARGAN: Heterogeneous Argument Attention Network for Persuasiveness Prediction AAAI 2021 HetSAGE: Heterogenous Graph Neural Network for Relational Learning (Student Abstract) AAAI 2021 Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification ACL 2021 How to transfer algorithmic reasoning knowledge to learn new algorithms? NeurIPS 2021 Image Change Captioning by Learning From an Auxiliary Task CVPR 2021 Improving Dialogue State Tracking with Turn-based Loss Function and Sequential Data Augmentation EMNLP 2021 Improving Multiple Object Tracking With Single Object Tracking CVPR 2021 Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task ACL 2021 Improving the Efficiency and Effectiveness for BERT-based Entity Resolution AAAI 2021 Joint Models for Answer Verification in Question Answering Systems ACL 2021 Joint Semantic-geometric Learning for Polygonal Building Segmentation AAAI 2021 KEML: A Knowledge-Enriched Meta-Learning Framework for Lexical Relation Classification AAAI 2021 Knowledge-Interactive Network with Sentiment Polarity Intensity-Aware Multi-Task Learning for Emotion Recognition in Conversations EMNLP 2021 KOAS: Korean Text Offensiveness Analysis System EMNLP 2021 KSM: Fast Multiple Task Adaption via Kernel-Wise Soft Mask Learning CVPR 2021 Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues AAAI 2021 Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling CVPR 2021 Learning Cross-Task Attribute - Attribute Similarity for Multi-task Attribute-Value Extraction ACL 2021 Learning Graph Embeddings for Compositional Zero-Shot Learning CVPR 2021 Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis AAAI 2021 Learning Scene Structure Guidance via Cross-Task Knowledge Transfer for Single Depth Super-Resolution CVPR 2021