Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models

16 August 2022

Papers citing "Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models"

50 / 73 papers shown

Title
Rethinking industrial artificial intelligence: a unified foundation framework Jay Lee Hanqi Su AI4CE 39 1 0 02 Apr 2025
Understanding and Evaluating Trust in Generative AI and Large Language Models for Spreadsheets Simon Thorne 75 1 0 18 Dec 2024
Beyond the Comfort Zone: Emerging Solutions to Overcome Challenges in Integrating LLMs into Software Products Nadia Nahar Christian Kastner Jenna L. Butler Chris Parnin Thomas Zimmermann Christian Bird 57 2 0 15 Oct 2024
Exploring Prompt Engineering: A Systematic Review with SWOT Analysis Aditi Singh Abul Ehtesham Gaurav Kumar Gupta Nikhil Kumar Chatta Saket Kumar T. T. Khoei 28 1 0 09 Oct 2024
Towards a Generative AI Design Dialogue Aron E. Owen Jonathan C. Roberts 18 0 0 19 Aug 2024
Exploring the Role of Social Support when Integrating Generative AI into Small Business Workflows Quentin Romero Lauro Jeffrey P. Bigham Yasmine Kotturi 33 2 0 31 Jul 2024
Fine-Tuned Large Language Model for Visualization System: A Study on Self-Regulated Learning in Education Lin Gao Jing Lu Zekai Shao Ziyue Lin Shengbin Yue Chio-in Ieong Yi Sun Rory James Zauner Zhongyu Wei Siming Chen 27 11 0 30 Jul 2024
Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost Sania Nayab Giulio Rossolini Giorgio Buttazzo Nicolamaria Manes F. Giacomelli Nicolamaria Manes Fabrizio Giacomelli LRM 49 23 0 29 Jul 2024
ModalChorus: Visual Probing and Alignment of Multi-modal Embeddings via Modal Fusion Map Yilin Ye Shishi Xiao Xingchen Zeng Wei Zeng 41 2 0 17 Jul 2024
Towards Dataset-scale and Feature-oriented Evaluation of Text Summarization in Large Language Model Prompts Sam Yu-Te Lee Aryaman Bahukhandi Dongyu Liu Kwan-Liu Ma AAML 33 5 0 16 Jul 2024
JailbreakHunter: A Visual Analytics Approach for Jailbreak Prompts Discovery from Large-Scale Human-LLM Conversational Datasets Zhihua Jin Shiyi Liu Haotian Li Xun Zhao Huamin Qu 36 3 0 03 Jul 2024
It Is Not About What You Say, It Is About How You Say It: A Surprisingly Simple Approach for Improving Reading Comprehension Sagi Shaier Lawrence E Hunter K. Wense 44 3 0 24 Jun 2024
Large Language Models as Software Components: A Taxonomy for LLM-Integrated Applications Irene Weber 35 7 0 13 Jun 2024
POEM: Interactive Prompt Optimization for Enhancing Multimodal Reasoning of Large Language Models Jianben He Xingbo Wang Shiyi Liu Guande Wu Claudio Silva Huamin Qu LRM 29 1 0 06 Jun 2024
The Silicon Ceiling: Auditing GPT's Race and Gender Biases in Hiring Lena Armstrong Abbey Liu Stephen MacNeil D. Metaxa 24 12 0 07 May 2024
JailbreakLens: Visual Analysis of Jailbreak Attacks Against Large Language Models Yingchaojie Feng Zhizhang Chen Zhining Kang Sijia Wang Minfeng Zhu Wei Zhang Wei Chen 40 3 0 12 Apr 2024
Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference Fred Hohman Chaoqun Wang Jinmook Lee Jochen Görtler Dominik Moritz Jeffrey P. Bigham Zhile Ren Cecile Foret Qi Shan Xiaoyi Zhang 27 7 0 03 Apr 2024
PrompTHis: Visualizing the Process and Influence of Prompt Editing during Text-to-Image Creation Yuhan Guo Hanning Shao Can Liu Kai Xu Xiaoru Yuan DiffM 27 10 0 14 Mar 2024
Exploring Prompt Engineering Practices in the Enterprise Michael Desmond Michelle Brachman 40 10 0 13 Mar 2024
KnowledgeVIS: Interpreting Language Models by Comparing Fill-in-the-Blank Prompts Adam Joseph Coscia Alex Endert VLM 30 9 0 07 Mar 2024
PromptCharm: Text-to-Image Generation through Multi-modal Prompting and Refinement Zhijie Wang Yuheng Huang Da Song Lei Ma Tianyi Zhang DiffM 40 56 0 06 Mar 2024
LLM Comparator: Visual Analytics for Side-by-Side Evaluation of Large Language Models Minsuk Kahng Ian Tenney Mahima Pushkarna Michael Xieyang Liu James Wexler Emily Reif Krystal Kallarackal Minsuk Chang Michael Terry Lucas Dixon 46 21 0 16 Feb 2024
How Secure Are Large Language Models (LLMs) for Navigation in Urban Environments? Congcong Wen Jiazhao Liang Shuaihang Yuan Hao Huang Yi Fang AAML 30 5 0 14 Feb 2024
Wordflow: Social Prompt Engineering for Large Language Models Zijie J. Wang Aishwarya Chakravarthy David Munechika Duen Horng Chau 30 12 0 25 Jan 2024
LLM4PLC: Harnessing Large Language Models for Verifiable Programming of PLCs in Industrial Control Systems Mohamad Fakih Rahul Dharmaji Yasamin Moghaddas Gustavo Quiros Araya O. Ogundare Mohammad Abdullah Al Faruque 26 15 0 08 Jan 2024
From Prompt Engineering to Prompt Science With Human in the Loop Chirag Shah 31 9 0 01 Jan 2024
Semantic Draw Engineering for Text-to-Image Creation Yang Li Huaqiang Jiang Yangkai Wu 13 1 0 23 Dec 2023
Visual cognition in multimodal large language models Luca M. Schulze Buschoff Elif Akata Matthias Bethge Eric Schulz LRM 49 13 0 27 Nov 2023
PromptInfuser: How Tightly Coupling AI and UI Design Impacts Designers' Workflows S. Petridis Michael Terry Carrie J. Cai 38 11 0 24 Oct 2023
ConstitutionMaker: Interactively Critiquing Large Language Models by Converting Feedback into Principles S. Petridis Benjamin D. Wedin James Wexler Aaron Donsbach Mahima Pushkarna Nitesh Goyal Carrie J. Cai Michael Terry 12 33 0 24 Oct 2023
Tree Prompting: Efficient Task Adaptation without Fine-Tuning John X. Morris Chandan Singh Alexander M. Rush Jianfeng Gao Yuntian Deng VLM LRM 17 17 0 21 Oct 2023
Enhancing Zero-Shot Crypto Sentiment with Fine-tuned Language Model and Prompt Engineering Rahman S. M. Wahidur Ishmam Tashdeed Manjit Kaur Heung-No Lee ALM 25 17 0 20 Oct 2023
CoPrompt: Supporting Prompt Sharing and Referring in Collaborative Natural Language Programming Felicia Li Feng Ryan Yen Yuzhe You Mingming Fan Jian Zhao Zhicong Lu 31 6 0 13 Oct 2023
CoLadder: Supporting Programmers with Hierarchical Code Generation in Multi-Level Abstraction Ryan Yen Jiawen Zhu Sangho Suh Haijun Xia Jian Zhao 38 14 0 12 Oct 2023
An HCI-Centric Survey and Taxonomy of Human-Generative-AI Interactions Jingyu Shi Rahul Jain Hyungjun Doh Ryo Suzuki Karthik Ramani 3DV 26 21 0 11 Oct 2023
Foundation Models Meet Visualizations: Challenges and Opportunities Weikai Yang Mengchen Liu Zheng Wang Shixia Liu 36 35 0 09 Oct 2023
DirectGPT: A Direct Manipulation Interface to Interact with Large Language Models Damien Masson Sylvain Malacria Géry Casiez Daniel Vogel AI4CE KELM MLLM 23 34 0 05 Oct 2023
An AI Chatbot for Explaining Deep Reinforcement Learning Decisions of Service-oriented Systems Andreas Metzger Jon Bartel Jan Laufer 19 2 0 25 Sep 2023
EvalLM: Interactive Evaluation of Large Language Model Prompts on User-Defined Criteria Tae Soo Kim Yoonjoo Lee Jamin Shin Young-Ho Kim Juho Kim 21 69 0 24 Sep 2023
ChainForge: A Visual Toolkit for Prompt Engineering and LLM Hypothesis Testing Ian Arawjo Chelse Swoopes Priyan Vaithilingam Martin Wattenberg Elena L. Glassman LLMAG LRM 28 95 0 17 Sep 2023
Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization Dave Van Veen Cara Van Uden Louis Blankemeier Jean-Benoit Delbrouck Asad Aali ... C. Langlotz Jason Hom S. Gatidis John M. Pauly Akshay S. Chaudhari ELM AI4MH LM&MA 45 275 0 14 Sep 2023
Generative AI Stefan Feuerriegel Jochen Hartmann Christian Janiesch Patrick Zschech 34 546 0 13 Sep 2023
Beyond Traditional Teaching: The Potential of Large Language Models and Chatbots in Graduate Engineering Education M. Abedi Ibrahem Alshybani M. Shahadat M. Murillo 28 13 0 09 Sep 2023
Boosting Logical Reasoning in Large Language Models through a New Framework: The Graph of Thought Bin Lei Pei-Hung Lin C. Liao Caiwen Ding ReLM ELM LRM AI4CE 24 38 0 16 Aug 2023
PromptPaint: Steering Text-to-Image Generation Through Paint Medium-like Interactions John Joon Young Chung Eytan Adar DiffM 25 56 0 09 Aug 2023
Prompt Engineering For Students of Medicine and Their Teachers Thomas F. Heston LM&MA 21 6 0 08 Aug 2023
Reinforcement Learning for Generative AI: State of the Art, Opportunities and Open Research Challenges Giorgio Franceschelli Mirco Musolesi AI4CE 27 20 0 31 Jul 2023
Getting pwn'd by AI: Penetration Testing with Large Language Models A. Happe Jürgen Cito 11 74 0 24 Jul 2023
PromptMagician: Interactive Prompt Engineering for Text-to-Image Creation Yingchaojie Feng Xingbo Wang Kamkwai Wong Sijia Wang Yuhong Lu Minfeng Zhu Baicheng Wang Wei-Neng Chen DiffM 13 74 0 18 Jul 2023
Visual Analytics For Machine Learning: A Data Perspective Survey Junpeng Wang Shixia Liu Wei Zhang HAI 24 17 0 15 Jul 2023