conftrace_

token-level compression

3 papers

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Co-occurring keywords · papers mentioning both

prompt compression (3) large language model (3) black-box model (1) rate-distortion theory (1) query-aware compression (1) black-box language model (1) long context (1) training-free method (1) distribution alignment (1) context window (1)

Papers

Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios NAACL 2025 Fundamental Limits of Prompt Compression: A Rate-Distortion Framework for Black-Box Language Models NeurIPS 2024 LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models EMNLP 2023