Multi-Task Learning

MOTRv2: Bootstrapping End-to-End Multi-Object Tracking by Pretrained Object Detectors CVPR 2023 MulGT: Multi-Task Graph-Transformer with Task-Aware Knowledge Injection and Domain Knowledge-Driven Pooling for Whole Slide Image Analysis AAAI 2023 Multi-Centroid Task Descriptor for Dynamic Class Incremental Inference CVPR 2023 MultiMoDN—Multimodal, Multi-Task, Interpretable Modular Networks NeurIPS 2023 Multi-task Graph Neural Architecture Search with Task-aware Collaboration and Curriculum NeurIPS 2023 Multitask Multimodal Prompted Training for Interactive Embodied Task Completion EMNLP 2023 Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation ACL 2023 Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning ICLR 2023 Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning ACL 2023 MVP: Multi-task Supervised Pre-training for Natural Language Generation ACL 2023 On the Compositional Generalization in Versatile Open-domain Dialogue ACL 2023 On the Pareto Front of Multilingual Neural Machine Translation NeurIPS 2023 PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts ACL 2023 Parameter Efficient Multi-task Fine-tuning by Learning to Transfer Token-wise Prompts EMNLP 2023 PATRON: Perspective-Aware Multitask Model for Referring Expression Grounding Using Embodied Multimodal Cues AAAI 2023 Peeking inside the black box: A Commonsense-aware Generative Framework for Explainable Complaint Detection ACL 2023 Phonetic-assisted Multi-Target Units Modeling for Improving Conformer-Transducer ASR system Interspeech 2023 PiCor: Multi-Task Deep Reinforcement Learning with Policy Correction AAAI 2023 Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding EMNLP 2023 ProteinNPT: Improving Protein Property Prediction and Design with Non-Parametric Transformers NeurIPS 2023 Prototype-based HyperAdapter for Sample-Efficient Multi-task Tuning EMNLP 2023 Provable Pathways: Learning Multiple Tasks over Multiple Paths AAAI 2023 PUnifiedNER: A Prompting-Based Unified NER System for Diverse Datasets AAAI 2023 Raphael at ArAIEval Shared Task: Understanding Persuasive Language and Tone, an LLM Approach EMNLP 2023 REFINE: A Fine-Grained Medication Recommendation System Using Deep Learning and Personalized Drug Interaction Modeling NeurIPS 2023