"What It Wants Me To Say": Bridging the Abstraction Gap Between End-User Programmers and Code-Generating Large Language Models

13 April 2023

Papers citing ""What It Wants Me To Say": Bridging the Abstraction Gap Between End-User Programmers and Code-Generating Large Language Models"

50 / 68 papers shown

Title
SPHERE: An Evaluation Card for Human-AI Systems Qianou Ma Dora Zhao Xinran Zhao Chenglei Si Chenyang Yang Ryan Louie Ehud Reiter Diyi Yang Tongshuang Wu ALM 50 0 0 24 Mar 2025
Intent Tagging: Exploring Micro-Prompting Interactions for Supporting Granular Human-GenAI Co-Creation Workflows Frederic Gmeiner Nicolai Marquardt Michael Bentley Hugo Romat M. Pahud ... Asta Roseway Nikolas Martelaro Kenneth Holstein K. Hinckley N. Riche 52 0 0 26 Feb 2025
GenComUI: Exploring Generative Visual Aids as Medium to Support Task-Oriented Human-Robot Communication Yate Ge Meiying Li Xipeng Huang Yuanda Hu Qi Wang Xiaohua Sun Weiwei Guo 44 0 0 15 Feb 2025
Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Songlin Xu Hao-Ning Wen Hongyi Pan Dallas Dominguez Dongyin Hu Xinyu Zhang 70 1 0 04 Feb 2025
Gensors: Authoring Personalized Visual Sensors with Multimodal Foundation Models and Reasoning Michael Xieyang Liu S. Petridis Vivian Tsai Alexander J. Fiannaca Alex Olwal Michael Terry Carrie J. Cai LRM 39 1 0 28 Jan 2025
Understanding the LLM-ification of CHI: Unpacking the Impact of LLMs at CHI through a Systematic Literature Review Rock Yuren Pang Hope Schroeder Kynnedy Simone Smith Solon Barocas Ziang Xiao Emily Tseng Danielle Bragg 77 3 0 22 Jan 2025
LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs Tongshuang Wu Haiyi Zhu Maya Albayrak Alexis Axon Amanda Bertsch ... Ying-Jui Tseng Patricia Vaidos Zhijin Wu Wei Yu Wu Chenyang Yang 83 30 0 10 Jan 2025
The Evolution of LLM Adoption in Industry Data Curation Practices Crystal Qian Michael Xieyang Liu Emily Reif Grady Simon Nada Hussein Nathan Clement James Wexler Carrie J. Cai Michael Terry Minsuk Kahng AILaw ELM 75 4 0 20 Dec 2024
Understanding Generative AI in Robot Logic Parametrization Yuna Hwang Arissa J. Sato Pragathi Praveena N. White Bilge Mutlu LM&Ro 28 1 0 06 Nov 2024
Intention Is All You Need Advait Sarkar 34 2 0 24 Oct 2024
Understanding the Human-LLM Dynamic: A Literature Survey of LLM Use in Programming Tasks Deborah Etsenake Meiyappan Nagappan 38 6 0 01 Oct 2024
Data Analysis in the Era of Generative AI J. Inala Chenglong Wang Steven Drucker Gonzalo Ramos Victor C. Dibia N. Riche Dave Brown Dan Marshall Jianfeng Gao 29 7 0 27 Sep 2024
Practically implementing an LLM-supported collaborative vulnerability remediation process: a team-based approach Xiaoqing Wang Yuanjing Tian Keman Huang Bin Liang 34 1 0 21 Sep 2024
SQLucid: Grounding Natural Language Database Queries with Interactive Explanations Yuan Tian Jonathan K. Kummerfeld Toby Jia-Jun Li Tianyi Zhang AAML 26 2 0 10 Sep 2024
Natural Language Outlines for Code: Literate Programming in the LLM Era Kensen Shi Deniz Altınbüken Saswat Anand Mihai Christodorescu Katja Grünwedel ... Tobias Welp Pengcheng Yin Manzil Zaheer Satish Chandra Charles Sutton 46 6 0 09 Aug 2024
WaitGPT: Monitoring and Steering Conversational LLM Agent in Data Analysis with On-the-Fly Code Visualization Liwenhan Xie Chengbo Zheng Haijun Xia Huamin Qu Zhu-Tian Chen LLMAG 34 10 0 03 Aug 2024
LessonPlanner: Assisting Novice Teachers to Prepare Pedagogy-Driven Lesson Plans with Large Language Models Haoxiang Fan Guanzheng Chen Xingbo Wang Zhenhui Peng AI4Ed 33 5 0 02 Aug 2024
Cocobo: Exploring Large Language Models as the Engine for End-User Robot Programming Yate Ge Yi Dai Run Shan Kechun Li Yuanda Hu Xiaohua Sun LLMAG 38 3 0 30 Jul 2024
Benchmarks as Microscopes: A Call for Model Metrology Michael Stephen Saxon Ari Holtzman Peter West William Yang Wang Naomi Saphra 33 10 0 22 Jul 2024
"It's like a rubber duck that talks back": Understanding Generative AI-Assisted Data Analysis Workflows through a Participatory Prompting Study Ian Drosos Advait Sarkar X. Xu Carina Negreanu Sean Rintel Lev Tankelevitch 37 13 0 03 Jul 2024
Improving Steering and Verification in AI-Assisted Data Analysis with Interactive Task Decomposition Majeed Kazemitabaar Jack Williams Ian Drosos Tovi Grossman Austin Z. Henley Carina Negreanu Advait Sarkar 24 17 0 02 Jul 2024
Requirements are All You Need: The Final Frontier for End-User Software Engineering Diana Robinson Christian Cabrera Andrew D. Gordon Neil D. Lawrence Lars Mennen 29 4 0 22 May 2024
Sketch Then Generate: Providing Incremental User Feedback and Guiding LLM Code Generation through Language-Oriented Code Sketches Zhu-Tian Chen Zeyu Xiong Xiaoshuo Yao Elena Glassman 35 5 0 07 May 2024
In Situ AI Prototyping: Infusing Multimodal Prompts into Mobile Settings with MobileMaker S. Petridis Michael Xieyang Liu Alexander J. Fiannaca Vivian Tsai Michael Terry Carrie J. Cai 45 0 0 06 May 2024
A Human-Computer Collaborative Tool for Training a Single Large Language Model Agent into a Network through Few Examples Lihang Pan Yuxuan Li Chun Yu Yuanchun Shi LLMAG 38 1 0 24 Apr 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
"We Need Structured Output": Towards User-centered Constraints on Large Language Model Output Michael Xieyang Liu Frederick Liu Alexander J. Fiannaca Terry Koo Lucas Dixon Michael Terry Carrie J. Cai 46 25 0 10 Apr 2024
A Map of Exploring Human Interaction patterns with LLM: Insights into Collaboration and Creativity Jiayang Li Jiale Li 37 7 0 06 Apr 2024
Exploring How Multiple Levels of GPT-Generated Programming Hints Support or Disappoint Novices Ruiwei Xiao Xinying Hou John Stamper AI4Ed 43 12 0 02 Apr 2024
A Taxonomy for Human-LLM Interaction Modes: An Initial Exploration Jie Ying Gao Simret Araya Gebreegziabher K. T. W. Choo T. Li S. Perrault Thomas W. Malone 31 30 0 30 Mar 2024
Genetic Auto-prompt Learning for Pre-trained Code Intelligence Language Models Chengzhe Feng Yanan Sun Ke Li Pan Zhou Jiancheng Lv Aojun Lu 51 1 0 20 Mar 2024
Exploring Prompt Engineering Practices in the Enterprise Michael Desmond Michelle Brachman 40 10 0 13 Mar 2024
Bugs in Large Language Models Generated Code: An Empirical Study Florian Tambon Arghavan Moradi Dakhel Amin Nikanjam Foutse Khomh Michel C. Desmarais G. Antoniol ELM 36 33 0 13 Mar 2024
Rocks Coding, Not Development--A Human-Centric, Experimental Evaluation of LLM-Supported SE Tasks Wei Wang Huilong Ning Gaowei Zhang Libo Liu Yi Wang 26 11 0 08 Feb 2024
To Search or To Gen? Exploring the Synergy between Generative AI and Web Search in Programming Ryan Yen N. Sultanum Jian Zhao 21 9 0 01 Feb 2024
How Beginning Programmers and Code LLMs (Mis)read Each Other S. Nguyen Hannah McLean Babe Yangtian Zi Arjun Guha C. Anderson Molly Q. Feldman 25 43 0 26 Jan 2024
InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks Xueyu Hu Ziyu Zhao Shuang Wei Ziwei Chai Qianli Ma ... Jiwei Li Kun Kuang Yang Yang Hongxia Yang Fei Wu LMTD ELM 16 41 0 10 Jan 2024
Participatory prompting: a user-centric research method for eliciting AI assistance opportunities in knowledge workflows Advait Sarkar Ian Drosos Rob Deline Andrew D. Gordon Carina Negreanu Sean Rintel Jack Williams Ben Zorn 38 6 0 27 Dec 2023
The Metacognitive Demands and Opportunities of Generative AI Lev Tankelevitch Viktor Kewenig Auste Simkute A. E. Scott Advait Sarkar Abigail Sellen Sean Rintel AI4CE 28 96 0 18 Dec 2023
InstructPipe: Generating Visual Blocks Pipelines with Human Instructions and LLMs Zhongyi Zhou Jing Jin Vrushank Phadnis Xiuxiu Yuan Jun Jiang ... A. Olwal David Kim Ram Iyengar Na Li Ruofei Du 33 0 0 15 Dec 2023
The Transformative Influence of Large Language Models on Software Development Sajed Jalil 32 7 0 28 Nov 2023
Deploying and Evaluating LLMs to Program Service Mobile Robots Zichao Hu Francesca Lucchetti Claire Schlesinger Yash Saxena Anders Freeman Sadanand Modak Arjun Guha Joydeep Biswas 25 36 0 18 Nov 2023
Large Language Models to the Rescue: Reducing the Complexity in Scientific Workflow Development Using ChatGPT Mario Sanger Ninon De Mecquenem Katarzyna Ewa Lewiñska Vasilis Bountris Fabian Lehmann Ulf Leser Thomas Kosch 36 4 0 03 Nov 2023
Will Code Remain a Relevant User Interface for End-User Programming with Generative AI Models? Advait Sarkar 26 16 0 01 Nov 2023
Conversational Challenges in AI-Powered Data Science: Obstacles, Needs, and Design Opportunities Bhavya Chopra Ananya Singha Anna Fariha Sumit Gulwani Chris Parnin Ashish Tiwari Austin Z. Henley 24 14 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 17 33 0 24 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 39 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
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