multi-task learning

Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs IJCNLP 2025 Beyond Hard Sharing: Efficient Multi-Task Speech-to-Text Modeling with Supervised Mixture of Experts Interspeech 2025 Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models ACL 2025 Beyond Losses Reweighting: Empowering Multi-Task Learning via the Generalization Perspective ICCV 2025 Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language Models EMNLP 2025 Both Supply and Precision: Sample Debias and Ranking Consistency Joint Learning for Large Scale Pre-Ranking System AAAI 2025 BuDDIE: A Business Document Dataset for Multi-task Information Extraction COLING 2025 CALM: Consensus-Aware Localized Merging for Multi-Task Learning ICML 2025 CAMEL: Confidence-Aware Multi-Task Ensemble Learning with Spatial Information for Retina OCT Image Classification and Segmentation WACV 2025 Can a Single Model Master Both Multi-turn Conversations and Tool Use? CoALM: A Unified Conversational Agentic Language Model ACL 2025 Catalyst at BLP-2025 Task 1: Transformer Ensembles and Multi-task Learning Approaches for Bangla Hate Speech Detection AACL 2025 Causal-Inspired Multitask Learning for Video-Based Human Pose Estimation AAAI 2025 CDHF at SemEval-2025 Task 9: A Multi-Task Learning Approach for Food Hazard Classification SemEval 2025 Chain-of-Instructions: Compositional Instruction Tuning on Large Language Models AAAI 2025 CheckSent-BN: A Bengali Multi-Task Dataset for Claim Checkworthiness and Sentiment Classification from News Headlines AACL 2025 cocoa at SemEval-2025 Task 10: Prompting vs. Fine-Tuning: A Multilevel Approach to Propaganda Classification SemEval 2025 Collaborative Multi-LoRA Experts with Achievement-based Multi-Tasks Loss for Unified Multimodal Information Extraction IJCAI 2025 Collaborative non-parametric two-sample testing AISTATS 2025 Comet: Dialog Context Fusion Mechanism for End-to-End Task-Oriented Dialog with Multi-task Learning COLING 2025 Compositional Segmentation of Cardiac Images Leveraging Metadata WACV 2025 Computational Story Lab at BLP-2025 Task 1: HateSense: A Multi-Task Learning Framework for Comprehensive Hate Speech Identification using LLMs AACL 2025 CORAL: Learning Consistent Representations across Multi-step Training with Lighter Speculative Drafter ACL 2025 CoreFour_IIITK@DravidianLangTech 2025: Abusive Content Detection Against Women Using Machine Learning And Deep Learning Models NAACL 2025 Count Your Speakers! Multitask Learning for Multimodal Speaker Diarization Interspeech 2025 Cross-lingual Social Misinformation Detector based on Hierarchical Mixture-of-Experts Adapter COLING 2025