Lost in Compression: A Controlled Cross-Lingual Audit of Extractive Prompt Compressors

Mantas Lukauskas

Extractive prompt compression promises to cut LLM inference costs by removing low-information tokens, and learned compressors such as LLMLingua-2 report strong results on English b…