Thibaud Peverelli

Source-Preserving Prompt Augmentation and Category-Adaptive Inference for Qwen3-1.7B: A Prospective Seed-Replication Study

This preprint investigates whether a fixed compound inference intervention can improve the performance of a small language model without updating its parameters. The experimental program compares structured prompt replacement, natural-language rewriting, source-preserving semanti...

Source-Preserving Prompt Augmentation and Category-Adaptive Inference for Qwen3-1.7B: A Prospective Seed-Replication Study

This preprint investigates whether a fixed compound inference intervention can improve the performance of a small language model without updating its parameters. The experimental program compares structured prompt replacement, natural-language rewriting, source-preserving semanti...