Multi-Task Learning

All in One: Multi-task Prompting for Graph Neural Networks (Extended Abstract) IJCAI 2024 Amalgamating Multi-Task Models with Heterogeneous Architectures AAAI 2024 A Multi-Task Embedder For Retrieval Augmented LLMs ACL 2024 Analytically Tractable Models for Decision Making under Present Bias AAAI 2024 An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention AAAI 2024 An Element is Worth a Thousand Words: Enhancing Legal Case Retrieval by Incorporating Legal Elements ACL 2024 An Ensemble-of-Experts Framework for Rehearsal-free Continual Relation Extraction ACL 2024 A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints NeurIPS 2024 AT4CTR: Auxiliary Match Tasks for Enhancing Click-Through Rate Prediction AAAI 2024 Atomic Recovery Property for Multi-view Subspace-Preserving Recovery IJCAI 2024 A Transfer Approach Using Graph Neural Networks in Deep Reinforcement Learning AAAI 2024 Attention-Induced Embedding Imputation for Incomplete Multi-View Partial Multi-Label Classification AAAI 2024 A Two-Stage Information Extraction Network for Incomplete Multi-View Multi-Label Classification AAAI 2024 Augment the Pairs: Semantics-Preserving Image-Caption Pair Augmentation for Grounding-Based Vision and Language Models WACV 2024 A Unified Framework for 3D Scene Understanding NeurIPS 2024 A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems NeurIPS 2024 Automated Essay Scoring Using Grammatical Variety and Errors with Multi-Task Learning and Item Response Theory NAACL 2024 Automated Label Unification for Multi-Dataset Semantic Segmentation with GNNs NeurIPS 2024 Automated Multi-Task Learning for Joint Disease Prediction on Electronic Health Records NeurIPS 2024 Beyond OOD State Actions: Supported Cross-Domain Offline Reinforcement Learning AAAI 2024 Beyond Retrieval: Topic-based Alignment of Scientific Papers to Research Proposal ACL 2024 Beyond task diversity: provable representation transfer for sequential multitask linear bandits NeurIPS 2024 Beyond Text: Leveraging Multi-Task Learning and Cognitive Appraisal Theory for Post-Purchase Intention Analysis ACL 2024 BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning ACL 2024 Bits and Pieces: Investigating the Effects of Subwords in Multi-task Parsing across Languages and Domains COLING 2024