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Model Merging

11 papers

Papers per year

2
3
6

Papers

Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters ACL 2026
Evolutionary Negative Module Pruning for Better LoRA Merging ACL 2026
Nature-Inspired Population-Based Evolution of Large Language Models ACL 2026
Why Do More Experts Fail? A Theoretical Analysis of Model Merging ACL 2026
ReasonAny: Incorporating Reasoning Capability to Any Model via Simple and Effective Model Merging ACL 2026
Practical Guidelines for Model Merging in LLMs Pre-Training ACL 2026
Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation ACL 2025
A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment ACL 2025
Split-Merge: Scalable and Memory-Efficient Merging of Expert LLMs EMNLP 2025
Chamain: Harmonizing Character Persona Integrity with Domain-Adaptive Knowledge in Dialogue Generation ACL 2024
DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging EMNLP 2024