model merging

SEA-LION: Southeast Asian Languages in One Network IJCNLP 2025 Selecting and Merging: Towards Adaptable and Scalable Named Entity Recognition with Large Language Models ACL 2025 Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts ICLR 2025 Sens-Merging: Sensitivity-Guided Parameter Balancing for Merging Large Language Models ACL 2025 SeqMMR: Sequential Model Merging and LLM Routing for Enhanced Batched Sequential Knowledge Editing ACL 2025 SLIM: Let LLM Learn More and Forget Less with Soft LoRA and Identity Mixture NAACL 2025 Split-Merge: Scalable and Memory-Efficient Merging of Expert LLMs EMNLP 2025 STAR: Spectral Truncation and Rescale for Model Merging NAACL 2025 StitchLLM: Serving LLMs, One Block at a Time ACL 2025 Superficial Self-Improved Reasoners Benefit from Model Merging EMNLP 2025 Superpose Task-specific Features for Model Merging EMNLP 2025 Task Singular Vectors: Reducing Task Interference in Model Merging CVPR 2025 Task Vector Quantization for Memory-Efficient Model Merging ICCV 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 Temporal Information Retrieval via Time-Specifier Model Merging ACL 2025 The Unreasonable Effectiveness of Model Merging for Cross-Lingual Transfer in LLMs EMNLP 2025 To See a World in a Spark of Neuron: Disentangling Multi-Task Interference for Training-Free Model Merging EMNLP 2025 Towards Performance Consistency in Multi-Level Model Collaboration ICCV 2025 Towards Robust Sentiment Analysis of Temporally-Sensitive Policy-Related Online Text ACL 2025 Tracking Universal Features Through Fine-Tuning and Model Merging NAACL 2025 Training-free LLM Merging for Multi-task Learning ACL 2025 Transferring Textual Preferences to Vision-Language Understanding through Model Merging ACL 2025 Transformed Low-rank Adaptation via Tensor Decomposition and Its Applications to Text-to-image Models ICCV 2025 Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging ACL 2025 UQ-Merge: Uncertainty Guided Multimodal Large Language Model Merging ACL 2025