LLMs perform analysis on dictionary-compressed prompts via in-context learning, achieving up to 80% lossless compression on repetitive data with preserved accuracy.
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Lossless Prompt Compression via Dictionary-Encoding and In-Context Learning: Enabling Cost-Effective LLM Analysis of Repetitive Data
LLMs perform analysis on dictionary-compressed prompts via in-context learning, achieving up to 80% lossless compression on repetitive data with preserved accuracy.