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Nagarchi Arshad

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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 · 0 citations

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