500xCompressor: Generalized Prompt Compression for Large Language Models

6 August 2024

Papers citing "500xCompressor: Generalized Prompt Compression for Large Language Models"

6 / 6 papers shown

Title
GMSA: Enhancing Context Compression via Group Merging and Layer Semantic Alignment Jiwei Tang Zhicheng Zhang Shunlong Wu Jingheng Ye Lichen Bai ... Tingwei Lu Jiaqi Chen Lin Hai Hai-Tao Zheng Hong-Gee Kim 7 0 0 18 May 2025
Better Prompt Compression Without Multi-Layer Perceptrons Edouardo Honig Andrew Lizarraga Zijun Zhang Ying Nian Wu MQ 202 1 0 12 Jan 2025
PromptExp: Multi-granularity Prompt Explanation of Large Language Models Ximing Dong Shaowei Wang Dayi Lin Gopi Krishnan Rajbahadur Boquan Zhou Shichao Liu Ahmed E. Hassan AAML LRM 30 1 0 16 Oct 2024
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token Xin Cheng Xun Wang Xingxing Zhang Tao Ge Si-Qing Chen Furu Wei Huishuai Zhang Dongyan Zhao 67 29 0 22 May 2024
Efficient Prompting Methods for Large Language Models: A Survey Kaiyan Chang Songcheng Xu Chenglong Wang Yingfeng Luo Tong Xiao Jingbo Zhu LRM 45 32 0 01 Apr 2024
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains Junhong Shen Neil Tenenholtz James Hall David Alvarez-Melis Nicolò Fusi 44 21 0 06 Feb 2024