Multi-Task Learning

Not All Terms Matter: Recall-Oriented Adaptive Learning for PLM-aided Query Expansion in Open-Domain Question Answering ACL 2025 Object-level Correlation for Few-Shot Segmentation ICCV 2025 On-device System of Compositional Multi-tasking in Large Language Models EMNLP 2025 One for Dozens: Adaptive REcommendation for All Domains with Counterfactual Augmentation AAAI 2025 One Node One Model: Featuring the Missing-Half for Graph Clustering AAAI 2025 On the effective transfer of knowledge from English to Hindi Wikipedia COLING 2025 On the Power of Adaptive Weighted Aggregation in Heterogeneous Federated Learning and Beyond AISTATS 2025 On the Role of Key Phrases in Argument Mining NAACL 2025 Orchestrating the Symphony of Prompt Distribution Learning for Human-Object Interaction Detection AAAI 2025 OrderChain: Towards General Instruct-Tuning for Stimulating the Ordinal Understanding Ability of MLLM ICCV 2025 Overview of the Shared Task on Sentiment Analysis in Tamil and Tulu NAACL 2025 Parameter-Aware Contrastive Knowledge Editing: Tracing and Rectifying based on Critical Transmission Paths ACL 2025 Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences ICLR 2025 PerSphere: A Comprehensive Framework for Multi-Faceted Perspective Retrieval and Summarization ACL 2025 PFedCS: A Personalized Federated Learning Method for Enhancing Collaboration among Similar Classifiers AAAI 2025 Phaedrus at BEA 2025 Shared Task: Assessment of Mathematical Tutoring Dialogues through Tutor Identity Classification and Actionability Evaluation ACL 2025 Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science AAAI 2025 Position Really Matters: Towards a Holistic Approach for Prompt Tuning NAACL 2025 Preserving Zero-shot Capability in Supervised Fine-tuning for Multi-label Text Classification NAACL 2025 Principled Content Selection to Generate Diverse and Personalized Multi-Document Summaries ACL 2025 Privacy in Metalearning and Multitask Learning: Modeling and Separations AISTATS 2025 Progressive Facial Granularity Aggregation with Bilateral Attribute-based Enhancement for Face-to-Speech Synthesis EMNLP 2025 ProMALex: Progressive Modular Adapters for Multi-Jurisdictional Legal Language Modeling ACL 2025 PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks NAACL 2025 PROPER: A Progressive Learning Framework for Personalized Large Language Models with Group-Level Adaptation ACL 2025