Multi-Task Learning

SMART: Scalable Multilingual Approach for a Robust TOD System EMNLP 2025 SmolLab_SEU at BEA 2025 Shared Task: A Transformer-Based Framework for Multi-Track Pedagogical Evaluation of AI-Powered Tutors ACL 2025 Sparsity Outperforms Low-Rank Projections in Few-Shot Adaptation ICCV 2025 Spatial Coordinates as a Cell Language: A Multi-Sentence Framework for Imaging Mass Cytometry Analysis ACL 2025 Spatial-Temporal Graph Diffusion Policy with Kinematic Modeling for Bimanual Robotic Manipulation CVPR 2025 Spatial-Temporal Knowledge Distillation for Takeaway Recommendation AAAI 2025 SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking CVPR 2025 SSNCSE@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian Languages NAACL 2025 STAR: Strategy-Aware Refinement Module in Multitask Learning for Emotional Support Conversations ACL 2025 STEM-LTS: Integrating Semantic-Temporal Dynamics in LLM-driven Time Series Analysis AAAI 2025 Structural Patent Classification Using Label Hierarchy Optimization EMNLP 2025 Subjective Behaviors and Preferences in LLM: Language of Browsing EMNLP 2025 SuperPC: A Single Diffusion Model for Point Cloud Completion, Upsampling, Denoising, and Colorization CVPR 2025 Supervised Learning with Evolving Tasks and Performance Guarantees JMLR 2025 Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation AAAI 2025 Swiss Army Knife: Synergizing Biases in Knowledge from Vision Foundation Models for Multi-Task Learning ICLR 2025 Synapse@DravidianLangTech 2025: Multiclass Political Sentiment Analysis in Tamil X (Twitter) Comments: Leveraging Feature Fusion of IndicBERTv2 and Lexical Representations NAACL 2025 Synthetic Empathy: Generating and Evaluating Artificial Psychotherapy Dialogues to Detect Empathy in Counseling Sessions NAACL 2025 SzegedAI at GenAI Detection Task 1: Beyond Binary - Soft-Voting Multi-Class Classification for Binary Machine-Generated Text Detection Across Diverse Language Models COLING 2025 Tackling Long-Tailed Data Challenges in Spiking Neural Networks via Heterogeneous Knowledge Distillation IJCAI 2025 TagRouter: Learning Route to LLMs through Tags for Open-Domain Text Generation Tasks ACL 2025 Task-driven Image Fusion with Learnable Fusion Loss CVPR 2025 TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora ACL 2025 TBA at BEA 2025 Shared Task: Transfer-Learning from DARE-TIES Merged Models for the Pedagogical Ability Assessment of LLM-Powered Math Tutors ACL 2025 TB-HSU: Hierarchical 3D Scene Understanding with Contextual Affordances AAAI 2025