Multi-Task Learning

PaCo: Parameter-Compositional Multi-task Reinforcement Learning NeurIPS 2022 PAIC at SemEval-2022 Task 5: Multi-Modal Misogynous Detection in MEMES with Multi-Task Learning And Multi-model Fusion SemEval 2022 Papago’s Submission to the WMT22 Quality Estimation Shared Task EMNLP 2022 PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding NeurIPS 2022 Penalizing Divergence: Multi-Parallel Translation for Low-Resource Languages of North America COLING 2022 PEPDS: A Polite and Empathetic Persuasive Dialogue System for Charity Donation COLING 2022 Performance-Aware Mutual Knowledge Distillation for Improving Neural Architecture Search CVPR 2022 Perform like an Engine: A Closed-Loop Neural-Symbolic Learning Framework for Knowledge Graph Inference COLING 2022 PILE: Pairwise Iterative Logits Ensemble for Multi-Teacher Labeled Distillation EMNLP 2022 Predicting Sentence Deletions for Text Simplification Using a Functional Discourse Structure ACL 2022 Primitive3D: 3D Object Dataset Synthesis From Randomly Assembled Primitives CVPR 2022 Prompt-based Conservation Learning for Multi-hop Question Answering COLING 2022 ProQA: Structural Prompt-based Pre-training for Unified Question Answering NAACL 2022 Provable Benefit of Multitask Representation Learning in Reinforcement Learning NeurIPS 2022 Provable General Function Class Representation Learning in Multitask Bandits and MDP NeurIPS 2022 Q-Learning Scheduler for Multi Task Learning Through the use of Histogram of Task Uncertainty ACL 2022 RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Extraction NAACL 2022 Raw High-Definition Radar for Multi-Task Learning CVPR 2022 Reciprocal Learning of Knowledge Retriever and Response Ranker for Knowledge-Grounded Conversations COLING 2022 Reinforcement Guided Multi-Task Learning Framework for Low-Resource Stereotype Detection ACL 2022 Relational Multi-Task Learning: Modeling Relations between Data and Tasks ICLR 2022 Response Construct Tagging: NLP-Aided Assessment for Engineering Education NAACL 2022 REX: Reasoning-Aware and Grounded Explanation CVPR 2022 RotoGrad: Gradient Homogenization in Multitask Learning ICLR 2022 SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction NAACL 2022