Multi-Task Learning

MINDS at SemEval-2025 Task 9: Multi-Task Transformers for Food Hazard Coarse-Fine Classification SemEval 2025 Mitigating Overfitting During Speech Foundation Model Fine-tuning: Applications to Dysarthric Speech Detection Interspeech 2025 MMLoRA: Multitask Memory Parameter-Efficient Fine-Tuning for Multimodal SER Interspeech 2025 MMTL-UniAD: A Unified Framework for Multimodal and Multi-Task Learning in Assistive Driving Perception CVPR 2025 MoRE: A Mixture of Low-Rank Experts for Adaptive Multi-Task Learning ACL 2025 Mr. DETR: Instructive Multi-Route Training for Detection Transformers CVPR 2025 MT2ST: Adaptive Multi-Task to Single-Task Learning ACL 2025 MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning AAAI 2025 MTVHunter: Smart Contracts Vulnerability Detection Based on Multi-Teacher Knowledge Translation AAAI 2025 Multi-Attribute Multi-Grained Adaptation of Pre-Trained Language Models for Text Understanding from Bayesian Perspective AAAI 2025 Multi-Document Event Extraction Using Large and Small Language Models EMNLP 2025 Multilingual Speech Assessment Using Cross-Attention and Multitask Learning Interspeech 2025 Multimodal and Multitask Learning for Predicting Multiple Scores in L2 English Speech Interspeech 2025 Multiple Purchase Chains with Negative Transfer Elimination for Multi-Behavior Recommendation AAAI 2025 Multi-Prompting Decoder Helps Better Language Understanding ACL 2025 Multi-scale Activation, Refinement, and Aggregation: Exploring Diverse Cues for Fine-Grained Bird Recognition AAAI 2025 Multi-task learning for speech emotion recognition in naturalistic conditions Interspeech 2025 Multitask Learning with Fused Attention for Improved ASR and Mispronunciation Detection in Children's Speech Sound Disorders Interspeech 2025 Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER EMNLP 2025 Multi-task Visual Grounding with Coarse-to-Fine Consistency Constraints AAAI 2025 nach0-pc: Multi-task Language Model with Molecular Point Cloud Encoder AAAI 2025 NameTag 3: A Tool and a Service for Multilingual/Multitagset NER ACL 2025 NeuroSpex+: Dual-Task Training of Neuro-Guided Speaker Extraction with Speech Envelope and Waveform Interspeech 2025 NLIP at BEA 2025 Shared Task: Evaluation of Pedagogical Ability of AI Tutors ACL 2025 On-device System of Compositional Multi-tasking in Large Language Models EMNLP 2025