Semantic Compression With Large Language Models

Semantic Compression With Large Language Models

25 April 2023

Michael Sandborn

Douglas C. Schmidt

Jesse Spencer-Smith

Papers citing "Semantic Compression With Large Language Models"

15 / 15 papers shown

Title
SMIC: Semantic Multi-Item Compression based on CLIP dictionary Tom Bachard Thomas Maugey 81 0 0 06 Dec 2024
Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning Chengsong Huang Langlin Huang Jiaxin Huang MoMe 38 1 0 14 Oct 2024
Parse Trees Guided LLM Prompt Compression Wenhao Mao Chengbin Hou Tianyu Zhang Xinyu Lin Ke Tang Hairong Lv 26 0 0 23 Sep 2024
Automatically Generating UI Code from Screenshot: A Divide-and-Conquer-Based Approach Yuxuan Wan Chaozheng Wang Yi Dong Wenxuan Wang Shuqing Li Yintong Huo M. Lyu 3DV 76 10 0 24 Jun 2024
From Generalist to Specialist: Improving Large Language Models for Medical Physics Using ARCoT Jace Grandinetti R. Mcbeth AI4CE LRM LM&MA 41 0 0 17 May 2024
GenAINet: Enabling Wireless Collective Intelligence via Knowledge Transfer and Reasoning Han Zou Qiyang Zhao Lina Bariah Yu Tian M. Bennis S. Lasaulce 101 12 0 26 Feb 2024
Exploring the Limits of Semantic Image Compression at Micro-bits per Pixel Jordan Dotzel Bahaa Kotb James Dotzel Mohamed S. Abdelfattah Zhiru Zhang 24 1 0 21 Feb 2024
LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models Huiqiang Jiang Qianhui Wu Chin-Yew Lin Yuqing Yang Lili Qiu 34 101 0 09 Oct 2023
LeanContext: Cost-Efficient Domain-Specific Question Answering Using LLMs Md. Adnan Arefeen Biplob K. Debnath S. Chakradhar 40 51 0 02 Sep 2023
Large Language Models for Software Engineering: A Systematic Literature Review Xinying Hou Yanjie Zhao Yue Liu Zhou Yang Kailong Wang Li Li Xiapu Luo David Lo John C. Grundy Haoyu Wang 39 323 0 21 Aug 2023
Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation Charles OÑeill Y. Ting 丁 I. Ciucă Jack Miller Thang Bui SyDa 37 1 0 15 Aug 2023
TrustGPT: A Benchmark for Trustworthy and Responsible Large Language Models Yue Huang Qihui Zhang Philip S. Y Lichao Sun 18 46 0 20 Jun 2023
Large Generative AI Models for Telecom: The Next Big Thing? Lina Bariah Qiyang Zhao Han Zou Yu Tian Faouzi Bader Merouane Debbah AI4CE 79 64 0 17 Jun 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 307 2,232 0 22 Mar 2023
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 281 31,267 0 16 Jan 2013