Awesome Prompt Optimization Papers and Source Codes

SAMMO: Optimize LLM Prompt Programs Like Code—Structure-Aware, Compile-Time Tuning for RAG, Instruction Refinement, and Prompt Compression 731

Modern LLM applications increasingly rely on complex, structured prompts—especially in scenarios like Retrieval-Augmented Generation (RAG), instruction-based tasks, and data labeling…

01/13/2026Instruction Tuning, Prompt Optimization, Retrieval-Augmented Generation (RAG)