Efficient Prompting via Dynamic In-Context Learning

18 May 2023

Papers citing "Efficient Prompting via Dynamic In-Context Learning"

20 / 20 papers shown

Title
Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles Xiao Pu Tianxing He Xiaojun Wan VLM 40 3 0 17 Oct 2024
Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Devichand Budagam Sankalp KJ Ashutosh Kumar Vinija Jain Aman Chadha 43 0 0 18 Jun 2024
An LLM-Tool Compiler for Fused Parallel Function Calling Simranjit Singh Andreas Karatzas Michael Fore Iraklis Anagnostopoulos Dimitrios Stamoulis LLMAG 27 6 0 07 May 2024
A Survey on Efficient Inference for Large Language Models Zixuan Zhou Xuefei Ning Ke Hong Tianyu Fu Jiaming Xu ... Shengen Yan Guohao Dai Xiao-Ping Zhang Yuhan Dong Yu-Xiang Wang 46 83 0 22 Apr 2024
Efficient Prompting Methods for Large Language Models: A Survey Kaiyan Chang Songcheng Xu Chenglong Wang Yingfeng Luo Tong Xiao Jingbo Zhu LRM 42 32 0 01 Apr 2024
Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods Yuji Cao Huan Zhao Yuheng Cheng Ting Shu Guolong Liu Gaoqi Liang Junhua Zhao Yun Li LLMAG KELM OffRL LM&Ro 35 49 0 30 Mar 2024
InCoRo: In-Context Learning for Robotics Control with Feedback Loops Jiaqiang Ye Zhu Carla Gomez Cano David Vazquez Bermudez Michal Drozdzal LRM 30 7 0 07 Feb 2024
CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code Generation Dong Huang Qi Bu Yuhao Qing Heming Cui LRM 24 16 0 17 Aug 2023
LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition Chengsong Huang Qian Liu Bill Yuchen Lin Tianyu Pang Chao Du Min-Bin Lin MoMe 38 182 0 25 Jul 2023
Modular Transformers: Compressing Transformers into Modularized Layers for Flexible Efficient Inference Wangchunshu Zhou Ronan Le Bras Yejin Choi 11 0 0 04 Jun 2023
SmartTrim: Adaptive Tokens and Attention Pruning for Efficient Vision-Language Models Zekun Wang Jingchang Chen Wangchunshu Zhou Haichao Zhu Jiafeng Liang Liping Shan Ming Liu Dongliang Xu Qing Yang Bing Qin VLM 24 4 0 24 May 2023
A Survey on In-context Learning Qingxiu Dong Lei Li Damai Dai Ce Zheng Jingyuan Ma ... Zhiyong Wu Baobao Chang Xu Sun Lei Li Zhifang Sui ReLM AIMat 20 462 0 31 Dec 2022
EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning Tiannan Wang Wangchunshu Zhou Yan Zeng Xinsong Zhang VLM 28 36 0 14 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022
Glance and Focus Networks for Dynamic Visual Recognition Gao Huang Yulin Wang Kangchen Lv Haojun Jiang Wenhui Huang Pengfei Qi S. Song 3DH 76 49 0 09 Jan 2022
A Survey on Green Deep Learning Jingjing Xu Wangchunshu Zhou Zhiyi Fu Hao Zhou Lei Li VLM 73 83 0 08 Nov 2021
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 213 1,657 0 15 Oct 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 330 2,267 0 02 Sep 2021
BERT-of-Theseus: Compressing BERT by Progressive Module Replacing Canwen Xu Wangchunshu Zhou Tao Ge Furu Wei Ming Zhou 221 197 0 07 Feb 2020
Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT Sheng Shen Zhen Dong Jiayu Ye Linjian Ma Z. Yao A. Gholami Michael W. Mahoney Kurt Keutzer MQ 230 575 0 12 Sep 2019