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2408.03094
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500xCompressor: Generalized Prompt Compression for Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
6 August 2024
Zongqian Li
Yixuan Su
Nigel Collier
MQ
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Papers citing
"500xCompressor: Generalized Prompt Compression for Large Language Models"
14 / 14 papers shown
Continuous Autoregressive Language Models
Chenze Shao
Darren Li
Fandong Meng
Jie Zhou
KELM
319
0
0
31 Oct 2025
CompressionAttack: Exploiting Prompt Compression as a New Attack Surface in LLM-Powered Agents
Zesen Liu
Z. Zhang
Yuchong Xie
Dongdong She
AAML
299
0
0
27 Oct 2025
Prompt-MII: Meta-Learning Instruction Induction for LLMs
Emily Xiao
Yixiao Zeng
Ada Chen
Chin-Jou Li
Amanda Bertsch
Graham Neubig
LRM
225
1
0
19 Oct 2025
Quality Estimation Reranking for Document-Level Translation
Krzysztof Mrozinski
Minji Kang
Ahmed Khota
Vincent Michael Sutanto
Giovanni Gatti De Giacomo
114
0
0
10 Oct 2025
RAG Makes Guardrails Unsafe? Investigating Robustness of Guardrails under RAG-style Contexts
Yining She
Daniel W. Peterson
Marianne Menglin Liu
Vikas Upadhyay
Mohammad Hossein Chaghazardi
Eunsuk Kang
Dan Roth
127
0
0
06 Oct 2025
LongCodeZip: Compress Long Context for Code Language Models
Yuling Shi
Yichun Qian
Hongyu Zhang
Beijun Shen
Xiaodong Gu
150
4
0
01 Oct 2025
CompLLM: Compression for Long Context Q&A
Gabriele Berton
Jayakrishnan Unnikrishnan
Son Tran
Mubarak Shah
89
1
0
23 Sep 2025
LoRA-Gen: Specializing Large Language Model via Online LoRA Generation
Yicheng Xiao
Lin Song
Rui Yang
Cheng Cheng
Yixiao Ge
Xiu Li
Y. Shan
OffRL
197
0
0
13 Jun 2025
Lossless Token Sequence Compression via Meta-Tokens
John Harvill
Ziwei Fan
Hao Wang
Luke Huan
Hao Ding
Yizhou Sun
Hao Ding
302
0
0
30 May 2025
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
272
4
0
18 May 2025
Better Prompt Compression Without Multi-Layer Perceptrons
Edouardo Honig
Andrew Lizarraga
Zijun Zhang
Ying Nian Wu
MQ
932
2
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
392
4
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
265
74
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
407
47
0
01 Apr 2024
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