multi-task learning

Lemmatisation & Morphological Analysis of Unedited Greek: Do Simple Tasks Need Complex Solutions? ACL 2025 Less is More: Efficient Model Merging with Binary Task Switch CVPR 2025 Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion NAACL 2025 Leveraging LLM for Stuttering Speech: A Unified Architecture Bridging Recognition and Event Detection Interspeech 2025 Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation ACL 2025 Leveraging Variable Sparsity to Refine Pareto Stationarity in Multi-Objective Optimization ICLR 2025 LiSTEN: Learning Soft Token Embeddings for Neural Audio LLMs Interspeech 2025 M^3EL: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking AAAI 2025 M3Net: Multimodal Multi-task Learning for 3D Detection, Segmentation, and Occupancy Prediction in Autonomous Driving AAAI 2025 MAHED Shared Task: Multimodal Detection of Hope and Hate Emotions in Arabic Content EMNLP 2025 MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning NAACL 2025 Many-Objective Multi-Solution Transport ICLR 2025 MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models EMNLP 2025 McMaster at LeWiDi-2025: Demographic-Aware RoBERTa EMNLP 2025 Medusa: A Multimodal Deep Fusion Multi-Stage Training Framework for Speech Emotion Recognition in Naturalistic Conditions Interspeech 2025 MentalGLM Series: Explainable Large Language Models for Mental Health Analysis on Chinese Social Media EMNLP 2025 MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore ACL 2025 MGDA Converges under Generalized Smoothness, Provably ICLR 2025 MINDS at SemEval-2025 Task 9: Multi-Task Transformers for Food Hazard Coarse-Fine Classification SemEval 2025 MIORe & VAR-MIORe: Benchmarks to Push the Boundaries of Restoration ICCV 2025 Mitigating Overfitting During Speech Foundation Model Fine-tuning: Applications to Dysarthric Speech Detection Interspeech 2025 Mitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace ICLR 2025 Mixing Inference-time Experts for Enhancing LLM Reasoning EMNLP 2025 Mixture of Experts Based Multi-Task Supervise Learning from Crowds AAAI 2025 MMLoRA: Multitask Memory Parameter-Efficient Fine-Tuning for Multimodal SER Interspeech 2025