multi-task learning

HYDRA: A Multi-Head Encoder-only Architecture for Hierarchical Text Classification EMNLP 2025 HypER: Literature-grounded Hypothesis Generation and Distillation with Provenance EMNLP 2025 Identifying Aggression and Offensive Language in Code-Mixed Tweets: A Multi-Task Transfer Learning Approach COLING 2025 Identifying and Mitigating Spurious Correlation in Multi-Task Learning CVPR 2025 ID-GMLM: Intelligent Decision-Making with Integrated Graph Models and Large Language Models AAAI 2025 Impartial Multi-task Representation Learning via Variance-invariant Probabilistic Decoding ACL 2025 Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study COLING 2025 Improving Hate Speech Classification with Cross-Taxonomy Dataset Integration NAACL 2025 Incorporating Legal Logic into Deep Learning: An Intelligent Approach to Probation Prediction IJCAI 2025 Information Transfer Across Clinical Tasks via Adaptive Parameter Optimisation AISTATS 2025 Injecting Imbalance Sensitivity for Multi-Task Learning IJCAI 2025 IRSum: One Model to Rule Summarization and Retrieval ACL 2025 iShumei-Chinchunmei at SemEval-2025 Task 4: A balanced forgetting and retention multi-task framework using effective unlearning loss SemEval 2025 Is Visual in-Context Learning for Compositional Medical Tasks within Reach? ICCV 2025 Joint Scheduling of Causal Prompts and Tasks for Multi-Task Learning CVPR 2025 Just a Scratch: Enhancing LLM Capabilities for Self-harm Detection through Intent Differentiation and Emoji Interpretation ACL 2025 Language-Conditioned Open-Vocabulary Mobile Manipulation with Pretrained Models IJCAI 2025 LaVin-DiT: Large Vision Diffusion Transformer CVPR 2025 Learning Diagrams: A Graphical Language for Compositional Training Regimes ICLR 2025 Learning Dynamics of Meta-Learning in Small Model Pretraining IJCNLP 2025 Learning from Similar Linear Representations: Adaptivity, Minimaxity, and Robustness JMLR 2025 Learning Generalizable Skills from Offline Multi-Task Data for Multi-Agent Cooperation ICLR 2025 Learning Streaming Video Representation via Multitask Training ICCV 2025 Learn Multi-task Anchor: Joint View Imputation and Label Generation for Incomplete Multi-view Clustering IJCAI 2025 Legal Judgment Prediction based on Knowledge-enhanced Multi-Task and Multi-Label Text Classification NAACL 2025