A Practical Survey on Zero-shot Prompt Design for In-context Learning

22 September 2023

Papers citing "A Practical Survey on Zero-shot Prompt Design for In-context Learning"

28 / 28 papers shown

Title
CAIM: Development and Evaluation of a Cognitive AI Memory Framework for Long-Term Interaction with Intelligent Agents Rebecca Westhäußer Frederik Berenz Wolfgang Minker Sebastian Zepf 12 0 0 19 May 2025
Efficient Model Selection for Time Series Forecasting via LLMs Wang Wei Tiankai Yang Hongjie Chen Ryan A. Rossi Yue Zhao Franck Dernoncourt Hoda Eldardiry AI4TS 36 1 0 02 Apr 2025
Privacy-Aware RAG: Secure and Isolated Knowledge Retrieval Pengcheng Zhou Yinglun Feng Zhongliang Yang SILM 60 0 0 17 Mar 2025
Evaluation of the Automated Labeling Method for Taxonomic Nomenclature Through Prompt-Optimized Large Language Model Keito Inoshita Kota Nojiri Haruto Sugeno Takumi Taga 46 1 0 08 Mar 2025
Unity RL Playground: A Versatile Reinforcement Learning Framework for Mobile Robots Linqi Ye Rankun Li Xiaowen Hu Jiayi Li Boyang Xing Yan Peng Bin Liang 59 0 0 07 Mar 2025
Knowledge Graph-Guided Retrieval Augmented Generation Xiangrong Zhu Yuexiang Xie Yi Liu Yaliang Li Wei Hu RALM 50 1 0 08 Feb 2025
LLM-Net: Democratizing LLMs-as-a-Service through Blockchain-based Expert Networks Zan-Kai Chong Hiroyuki Ohsaki Bryan Ng 41 1 0 13 Jan 2025
ToxiLab: How Well Do Open-Source LLMs Generate Synthetic Toxicity Data? Zheng Hui Zhaoxiao Guo Hang Zhao Juanyong Duan Lin Ai Yinheng Li Julia Hirschberg Congrui Huang 87 1 0 18 Nov 2024
Fine-Tuning Vision-Language Model for Automated Engineering Drawing Information Extraction Muhammad Tayyab Khan Lequn Chen Ye Han Ng Wenhe Feng Nicholas Yew Jin Tan Seung Ki Moon 40 2 0 06 Nov 2024
VARS: Vision-based Assessment of Risk in Security Systems Pranav Gupta Pratham Gohil Sridhar S 29 0 0 25 Oct 2024
VERITAS-NLI : Validation and Extraction of Reliable Information Through Automated Scraping and Natural Language Inference Arjun Shah Hetansh Shah Vedica Bafna Charmi Khandor Sindhu Nair 24 0 0 12 Oct 2024
Which Demographics do LLMs Default to During Annotation? Johannes Schäfer Aidan Combs Christopher Bagdon Jiahui Li Nadine Probol ... Yarik Menchaca Resendiz Aswathy Velutharambath Amelie Wuhrl Sabine Weber Roman Klinger 38 2 0 11 Oct 2024
ClaimBrush: A Novel Framework for Automated Patent Claim Refinement Based on Large Language Models Seiya Kawano Hirofumi Nonaka Koichiro Yoshino 16 0 0 08 Oct 2024
ViDAS: Vision-based Danger Assessment and Scoring Pranav Gupta Advith Krishnan Naman Nanda Ananth Eswar Deeksha Agarwal Pratham Gohil Pratyush Goel 21 1 0 01 Oct 2024
Visual Prompting in Multimodal Large Language Models: A Survey Junda Wu Zhehao Zhang Yu Xia Xintong Li Zhaoyang Xia ... Subrata Mitra Dimitris N. Metaxas Lina Yao Jingbo Shang Julian McAuley VLM LRM 56 12 0 05 Sep 2024
Large Language Model Agent in Financial Trading: A Survey Han Ding Yinheng Li Junhao Wang Hang Chen LLMAG AIFin 42 14 0 26 Jul 2024
Data Generation Using Large Language Models for Text Classification: An Empirical Case Study Yinheng Li Rogerio Bonatti Sara Abdali Justin Wagle K. Koishida SyDa 49 7 0 27 Jun 2024
RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning based on Emotional Information Zhiwei Liu Kailai Yang Qianqian Xie Christine de Kock Sophia Ananiadou Eduard Hovy 32 4 0 16 Jun 2024
Relay Decoding: Concatenating Large Language Models for Machine Translation Chengpeng Fu Xiaocheng Feng Yi-Chong Huang Wenshuai Huo Baohang Li Hui Wang Bing Qin Ting Liu 32 0 0 05 May 2024
Large Language Model Agent as a Mechanical Designer Yayati Jadhav A. Farimani AI4CE LLMAG 101 9 0 26 Apr 2024
Leveraging Zero-Shot Prompting for Efficient Language Model Distillation Lukas Vöge Vincent Gurgul Stefan Lessmann 24 0 0 23 Mar 2024
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models Yixin Liu Kai Zhang Yuan Li Zhiling Yan Chujie Gao ... Yue Huang Hanchi Sun Jianfeng Gao Lifang He Lichao Sun VLM VGen EGVM 75 260 0 27 Feb 2024
LLMs with Industrial Lens: Deciphering the Challenges and Prospects -- A Survey Ashok Urlana Charaka Vinayak Kumar Ajeet Kumar Singh B. Garlapati S. Chalamala Rahul Mishra 35 5 0 22 Feb 2024
Large Language Models in Finance: A Survey Yinheng Li Shaofei Wang Han Ding Hang Chen AIFin 27 176 0 28 Sep 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 20 464 0 31 Dec 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,077 0 24 May 2022
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,312 0 17 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 243 1,924 0 31 Dec 2020