conftrace_

model merging

234 papers

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Co-occurring keywords

large language model (13587) transfer learning (5449) multi-task learning (2575) knowledge distillation (3725) model compression (3302) language model (4599) low-rank adaptation (560) parameter-efficient fine-tuning (736) domain adaptation (4595) task vector (25)

Papers

Nature-Inspired Population-Based Evolution of Large Language Models ACL 2026
Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters ACL 2026
K-Merge: Online Continual Merging of Adapters for On-device Large Language Models ACL 2026
RCP-Merging: Merging Long Chain-of-Thought Models with Domain-Specific Models by Considering Reasoning Capability as Prior AAAI 2026
Do Not Merge My Model! Safeguarding Open-Source LLMs Against Unauthorized Model Merging AAAI 2026
MergeSlide: Continual Model Merging and Task-to-Class Prompt-Aligned Inference for Lifelong Learning on Whole Slide Images WACV 2026
Low-Rank Expert Merging for Multi-Source Domain Adaptation in Person Re-Identification WACV 2026
LM-Lexicon: Improving Definition Modeling via Harmonizing Semantic Experts EACL 2026
Breach in the Shield: Unveiling the Vulnerabilities of Large Language Models EACL 2026
Luth: Efficient French Specialization for Small Language Models and Cross-Lingual Transfer EACL 2026
Improving Training Efficiency and Reducing Maintenance Costs via Language Specific Model Merging EACL 2026
Building a Turkish Large Language Model via Continual Pre-Training and Parameter-Efficient Adaptation EACL 2026
Temporal Information Retrieval via Time-Specifier Model Merging ACL 2025
Controllable Style Arithmetic with Language Models ACL 2025
In-Context Meta LoRA Generation IJCAI 2025
AutoMixer: Checkpoint Artifacts as Automatic Data Mixers ACL 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
LoRA Soups: Merging LoRAs for Practical Skill Composition Tasks COLING 2025
EdinHelsOW WMT 2025 CreoleMT System Description: Improving Lusophone Creole Translation through Data Augmentation, Model Merging and LLM Post-editing EMNLP 2025
Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer ACL 2025
Recurrent Knowledge Identification and Fusion for Language Model Continual Learning ACL 2025
PLeaS - Merging Models with Permutations and Least Squares CVPR 2025
Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance EMNLP 2025
StitchLLM: Serving LLMs, One Block at a Time ACL 2025
Superficial Self-Improved Reasoners Benefit from Model Merging EMNLP 2025