Laplacian-Regularized LoRA Fine-Tuning for Augmenting Pragmatic Inference in Tiny Language Models Under Constrained Deployment Settings

Applies Laplacian-regularized Low-Rank Adaptation to enhance pragmatic inference capabilities in tiny language models for edge deployment.

2025 4th International Conference on Artificial Intelligence, Internet of Things and Cloud Computing Technology (AIoTC)