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

BTS: Harmonizing Specialized Experts into a Generalist LLM EMNLP 2025
Exploring Model Kinship for Merging Large Language Models EMNLP 2025
Bridging Dialectal Gaps in Arabic Medical LLMs through Model Merging EMNLP 2025
LoRATK: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem EMNLP 2025
Cut the Deadwood Out: Backdoor Purification via Guided Module Substitution EMNLP 2025
Composable Cross-prompt Essay Scoring by Merging Models EMNLP 2025
LoRE-Merging: Exploring Low-Rank Estimation For Large Language Model Merging EMNLP 2025
Glider: Global and Local Instruction-Driven Expert Router EMNLP 2025
Task Singular Vectors: Reducing Task Interference in Model Merging CVPR 2025
Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning CVPR 2025
IterIS: Iterative Inference-Solving Alignment for LoRA Merging CVPR 2025
UQ-Merge: Uncertainty Guided Multimodal Large Language Model Merging ACL 2025
NeuronMerge: Merging Models via Functional Neuron Groups ACL 2025
ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs ACL 2025
AutoMixAlign: Adaptive Data Mixing for Multi-Task Preference Optimization in LLMs ACL 2025
Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning CVPR 2025
Model Merging to Maintain Language-Only Performance in Developmentally Plausible Multimodal Models EMNLP 2025
The Unreasonable Effectiveness of Model Merging for Cross-Lingual Transfer in LLMs EMNLP 2025
Superpose Task-specific Features for Model Merging EMNLP 2025
Efficient Compositional Multi-tasking for On-device Large Language Models EMNLP 2025
Continual Learning in Large Language Models: Foundations to Frontiers AACL 2025
Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization AACL 2025
Harmonious Minds: Benchmarking Intertwined Reasoning of Human Personality and Musical Preference AACL 2025
CUET-NLP_Zenith at BLP-2025 Task 1: A Multi-Task Ensemble Approach for Detecting Hate Speech in Bengali YouTube Comments AACL 2025
Catalyst at BLP-2025 Task 1: Transformer Ensembles and Multi-task Learning Approaches for Bangla Hate Speech Detection AACL 2025