Multi-Task Learning

Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with K-Means Features AAAI 2020 Copy or Rewrite: Hybrid Summarization with Hierarchical Reinforcement Learning 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 DASOT: A Unified Framework Integrating Data Association and Single Object Tracking for Online Multi-Object Tracking AAAI 2020 DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification AAAI 2020 Deep Homography Estimation for Dynamic Scenes CVPR 2020 Deep Object Co-Segmentation via Spatial-Semantic Network Modulation AAAI 2020 Deep Spatial Gradient and Temporal Depth Learning for Face Anti-Spoofing CVPR 2020 Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification ACL 2020 Detecting Semantic Anomalies AAAI 2020 Determining Question-Answer Plausibility in Crowdsourced Datasets Using Multi-Task Learning EMNLP 2020 Dialogue Coherence Assessment Without Explicit Dialogue Act Labels ACL 2020 Distilling Cross-Task Knowledge via Relationship Matching CVPR 2020 Distilling Multiple Domains for Neural Machine Translation EMNLP 2020 Dual Super-Resolution Learning for Semantic Segmentation CVPR 2020 Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives CVPR 2020 Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection EMNLP 2020 Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking EMNLP 2020 Efficient Strategies for Hierarchical Text Classification: External Knowledge and Auxiliary Tasks ACL 2020 EHSOD: CAM-Guided End-to-End Hybrid-Supervised Object Detection with Cascade Refinement AAAI 2020 Embedding Structured Dictionary Entries EMNLP 2020 Enhancing Automated Essay Scoring Performance via Fine-tuning Pre-trained Language Models with Combination of Regression and Ranking EMNLP 2020 Entity-Enriched Neural Models for Clinical Question Answering ACL 2020 Every Frame Counts: Joint Learning of Video Segmentation and Optical Flow AAAI 2020