Linguistic rules alone can serve as effective prompt compressors to reduce inference costs, study finds
Read the original at arxiv.org→arXiv:2607.25335v1 Announce Type: new Abstract: Prompt compression shortens LLM input to reduce inference cost, yet existing methods score token importance through LM forward passes. It remains questionable whether...
Original headline: "Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors"
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- Jul 29, 04:00 UTC arXiv cs.CL lead source Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors