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"

23 / 73 papers shown

Title
Topological Data Analysis Guided Segment Anything Model Prompt Optimization for Zero-Shot Segmentation in Biological Imaging Ruben Glatt Shusen Liu 17 3 0 30 Jun 2023
Segment Anything Meets Semantic Communication Shehbaz Tariq Brian E. Arfeto Chaoning Zhang Hyundong Shin VLM 19 15 0 03 Jun 2023
Exploring EFL students' prompt engineering in human-AI story writing: an Activity Theory perspective David James Woo Kai Guo Hengky Susanto 17 6 0 01 Jun 2023
Can ChatGPT Pass An Introductory Level Functional Language Programming Course? Shuai Wang Yihan Zhang Colette J. Shen J. Lian ELM 32 20 0 29 Apr 2023
"HOT" ChatGPT: The promise of ChatGPT in detecting and discriminating hateful, offensive, and toxic comments on social media Lingyao Li Lizhou Fan Shubham Atreja Libby Hemphill AI4MH 34 84 0 20 Apr 2023
Towards an Understanding and Explanation for Mixed-Initiative Artificial Scientific Text Detection Luoxuan Weng Minfeng Zhu Kamkwai Wong Siyi Liu Jiashun Sun Hang Zhu Dongming Han Wei-Neng Chen DeLMO 24 8 0 11 Apr 2023
PromptAid: Prompt Exploration, Perturbation, Testing and Iteration using Visual Analytics for Large Language Models Aditi Mishra Utkarsh Soni Anjana Arunkumar Jinbin Huang Bum Chul Kwon Chris Bryan LRM 18 33 0 04 Apr 2023
LMCanvas: Object-Oriented Interaction to Personalize Large Language Model-Powered Writing Environments Tae Soo Kim Arghya Sarkar Yoonjoo Lee Minsuk Chang Juho Kim LLMAG MLLM 19 10 0 27 Mar 2023
Choice Over Control: How Users Write with Large Language Models using Diegetic and Non-Diegetic Prompting Hai Dang Sven Goller Florian Lehmann Daniel Buschek AI4CE 88 74 0 06 Mar 2023
RePrompt: Automatic Prompt Editing to Refine AI-Generative Art Towards Precise Expressions Yunlong Wang Shuyuan Shen Brian Y. Lim 28 88 0 19 Feb 2023
Fixing Hardware Security Bugs with Large Language Models Baleegh Ahmad Shailja Thakur Benjamin Tan Ramesh Karri Hammond Pearce 25 43 0 02 Feb 2023
On the Design of AI-powered Code Assistants for Notebooks A. Mcnutt Chenglong Wang R. Deline Steven Drucker 19 79 0 26 Jan 2023
A Case Study in Engineering a Conversational Programming Assistant's Persona Steven I. Ross Michael J. Muller Fernando Martinez Stephanie Houde Justin D. Weisz 24 6 0 13 Jan 2023
Prompting PaLM for Translation: Assessing Strategies and Performance David Vilar Markus Freitag Colin Cherry Jiaming Luo Viresh Ratnakar George F. Foster LRM 19 153 0 16 Nov 2022
DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models Zijie J. Wang Evan Montoya David Munechika Haoyang Yang Benjamin Hoover Duen Horng Chau 19 287 0 26 Oct 2022
Explaining Patterns in Data with Language Models via Interpretable Autoprompting Chandan Singh John X. Morris J. Aneja Alexander M. Rush Jianfeng Gao LRM 20 0 0 04 Oct 2022
Large Language Models and the Reverse Turing Test T. Sejnowski ELM 15 106 0 28 Jul 2022
Using cognitive psychology to understand GPT-3 Marcel Binz Eric Schulz ELM LLMAG 250 439 0 21 Jun 2022
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts Stephen H. Bach Victor Sanh Zheng-Xin Yong Albert Webson Colin Raffel ... Khalid Almubarak Xiangru Tang Dragomir R. Radev Mike Tian-Jian Jiang Alexander M. Rush VLM 225 338 0 02 Feb 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 323 8,448 0 28 Jan 2022
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 211 1,656 0 15 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,843 0 18 Apr 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,916 0 31 Dec 2020