Open access
Jul 2026
SARG-QLoRA: Syntax-Aware Retrieval-Guided Parameter-Efficient Fine-Tuning for Dependency Parsing with Autoregressive Large Language Models
SARG-QLoRA is introduced, a method which solves the trade-off problem by merging Syntax-Aware Retrieval Guidance with Quantized Low-Rank Adaptation with Quantized Low-Rank Adaptation, allowing for the generation of dependency structures on a consumer-grade hardware setup.
Nagarchi Arshad
· Journal of Intelligent Decis... · 0 citations