Multi-Task Learning

HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks ACL 2023 Improving Crowded Object Detection via Copy-Paste AAAI 2023 Improving Multi-Criteria Chinese Word Segmentation through Learning Sentence Representation EMNLP 2023 Incorporating Factuality Inference to Identify Document-level Event Factuality ACL 2023 Ingredient-Oriented Multi-Degradation Learning for Image Restoration CVPR 2023 KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLP ICLR 2023 Knowledgeable Parameter Efficient Tuning Network for Commonsense Question Answering ACL 2023 KWJA: A Unified Japanese Analyzer Based on Foundation Models ACL 2023 Language Adaptive Weight Generation for Multi-Task Visual Grounding CVPR 2023 Learning Conflict-Noticed Architecture for Multi-Task Learning AAAI 2023 Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefix EMNLP 2023 Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback ACL 2023 Learning Semantic Role Labeling from Compatible Label Sequences EMNLP 2023 Learning Weather-General and Weather-Specific Features for Image Restoration Under Multiple Adverse Weather Conditions CVPR 2023 Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation ACL 2023 LibMTL: A Python Library for Deep Multi-Task Learning JMLR 2023 LidarMultiNet: Towards a Unified Multi-Task Network for LiDAR Perception AAAI 2023 Low-Light Image Enhancement Network Based on Multi-Scale Feature Complementation AAAI 2023 Matching Is Not Enough: A Two-Stage Framework for Category-Agnostic Pose Estimation CVPR 2023 MCL: Multi-Granularity Contrastive Learning Framework for Chinese NER AAAI 2023 MEID: Mixture-of-Experts with Internal Distillation for Long-Tailed Video Recognition AAAI 2023 MIGA: A Unified Multi-Task Generation Framework for Conversational Text-to-SQL AAAI 2023 Minimum Description Length Control ICLR 2023 Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms EMNLP 2023 MoQA: Benchmarking Multi-Type Open-Domain Question Answering ACL 2023