Multi-Task Learning

Hyper-X: A Unified Hypernetwork for Multi-Task Multilingual Transfer EMNLP 2022 Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions AAAI 2022 Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and Granularity EMNLP 2022 Improving Evidential Deep Learning via Multi-Task Learning AAAI 2022 Improving Human-Object Interaction Detection via Phrase Learning and Label Composition AAAI 2022 Improving Multi-task Stance Detection with Multi-task Interaction Network EMNLP 2022 Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning WACV 2022 Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding EMNLP 2022 In Defense of the Unitary Scalarization for Deep Multi-Task Learning NeurIPS 2022 InQSS: a speech intelligibility and quality assessment model using a multi-task learning network Interspeech 2022 ISNet: Shape Matters for Infrared Small Target Detection CVPR 2022 Joint Coreference Resolution for Zeros and non-Zeros in Arabic EMNLP 2022 Joint Human Pose Estimation and Instance Segmentation with PosePlusSeg AAAI 2022 KU X Upstage’s Submission for the WMT22 Quality Estimation: Critical Error Detection Shared Task EMNLP 2022 Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations EMNLP 2022 Learning to Generate Question by Asking Question: A Primal-Dual Approach with Uncommon Word Generation EMNLP 2022 Learning to Predict 3D Lane Shape and Camera Pose from a Single Image via Geometry Constraints AAAI 2022 Legal Named Entity Recognition with Multi-Task Domain Adaptation EMNLP 2022 LUL’s WMT22 Automatic Post-Editing Shared Task Submission EMNLP 2022 M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design NeurIPS 2022 Measuring the Language of Self-Disclosure across Corpora ACL 2022 MoCapAct: A Multi-Task Dataset for Simulated Humanoid Control NeurIPS 2022 MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective EMNLP 2022 Modeling Multi-hop Question Answering as Single Sequence Prediction ACL 2022 Module-Aware Optimization for Auxiliary Learning NeurIPS 2022