Style-Compress: An LLM-Based Prompt Compression Framework Considering
Task-Specific Styles

Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles

17 October 2024

Papers citing "Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles"

9 / 9 papers shown

Title
WindowKV: Task-Adaptive Group-Wise KV Cache Window Selection for Efficient LLM Inference Youhui Zuo Sibo Wei C. Zhang Zhuorui Liu Wenpeng Lu Dawei Song VLM 103 0 0 23 Mar 2025
Compressing Context to Enhance Inference Efficiency of Large Language Models Yucheng Li Bo Dong Chenghua Lin Frank Guerin 48 66 0 09 Oct 2023
RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation Fangyuan Xu Weijia Shi Eunsol Choi RALM 82 156 0 06 Oct 2023
Prompt Compression and Contrastive Conditioning for Controllability and Toxicity Reduction in Language Models David Wingate Mohammad Shoeybi Taylor Sorensen 56 74 0 06 Oct 2022
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 149 1,077 0 01 Nov 2021
Training Verifiers to Solve Math Word Problems K. Cobbe V. Kosaraju Mohammad Bavarian Mark Chen Heewoo Jun ... Jerry Tworek Jacob Hilton Reiichiro Nakano Christopher Hesse John Schulman ReLM OffRL LRM 285 4,408 0 27 Oct 2021
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 324 5,814 0 21 Apr 2019
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Zhilin Yang Peng Qi Saizheng Zhang Yoshua Bengio William W. Cohen Ruslan Salakhutdinov Christopher D. Manning RALM 171 2,655 0 25 Sep 2018
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 298 4,019 0 14 Apr 2017