AI Chains: Transparent and Controllable Human-AI Interaction by Chaining Large Language Model Prompts

4 October 2021

Tongshuang Wu

Papers citing "AI Chains: Transparent and Controllable Human-AI Interaction by Chaining Large Language Model Prompts"

50 / 57 papers shown

Title
Towards conversational assistants for health applications: using ChatGPT to generate conversations about heart failure Anuja Tayal Devika Salunke Barbara Di Eugenio Paula Allen-Meares Eulalia P Abril Olga Garcia-Bedoya Carolyn Dickens Andrew D. Boyd LM&MA AI4MH 46 0 0 06 May 2025
A Survey on Large Language Model based Human-Agent Systems Henry Peng Zou Wei-Chieh Huang Yaozu Wu Yankai Chen Chunyu Miao ... Heng Chang Yuwei Cao Dongyuan Li Renhe Jiang Philip S. Yu LLMAG LM&Ro LM&MA 79 0 0 01 May 2025
AI-Slop to AI-Polish? Aligning Language Models through Edit-Based Writing Rewards and Test-time Computation Tuhin Chakrabarty Philippe Laban C. Wu 32 1 0 10 Apr 2025
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
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
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
Cocoa: Co-Planning and Co-Execution with AI Agents K. J. Kevin Feng Kevin Pu Matt Latzke Tal August Pao Siangliulue Jonathan Bragg Daniel S. Weld Amy X. Zhang Joseph Chee Chang LM&Ro LLMAG 97 4 0 14 Dec 2024
Orbit: A Framework for Designing and Evaluating Multi-objective Rankers Chenyang Yang Tesi Xiao Michael Shavlovsky Christian Kastner Tongshuang Wu 37 0 0 07 Nov 2024
Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure Romain Puech Jakub Macina Julia Chatain Mrinmaya Sachan Manu Kapur AI4Ed 40 1 0 03 Oct 2024
Prompts Are Programs Too! Understanding How Developers Build Software Containing Prompts Jenny T Liang Melissa Lin Nikitha Rao Brad A. Myers 75 5 0 19 Sep 2024
GazeNoter: Co-Piloted AR Note-Taking via Gaze Selection of LLM Suggestions to Match Users' Intentions Hsin-Ruey Tsai S. Chiu Bryan Wang 43 1 0 01 Jul 2024
More Victories, Less Cooperation: Assessing Cicero's Diplomacy Play Wichayaporn Wongkamjan Feng Gu Yanze Wang Ulf Hermjakob Jonathan May Brandon M. Stewart Jonathan K. Kummerfeld Denis Peskoff Jordan L. Boyd-Graber 45 3 0 07 Jun 2024
Can Language Models Use Forecasting Strategies? Sarah Pratt Seth Blumberg Pietro K. Carolino Meredith Ringel Morris ELM 37 3 0 06 Jun 2024
Benchmark Data Contamination of Large Language Models: A Survey Cheng Xu Shuhao Guan Derek Greene Mohand-Tahar Kechadi ELM ALM 38 39 0 06 Jun 2024
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks Yusen Zhang Ruoxi Sun Yanfei Chen Tomas Pfister Rui Zhang Sercan Ö. Arik RALM AI4CE LLMAG 51 28 0 04 Jun 2024
Navigating LLM Ethics: Advancements, Challenges, and Future Directions Junfeng Jiao S. Afroogh Yiming Xu Connor Phillips AILaw 62 19 0 14 May 2024
Generative AI in the Wild: Prospects, Challenges, and Strategies Yuan Sun Eunchae Jang Fenglong Ma Ting Wang 34 21 0 03 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
How People Prompt to Create Interactive VR Scenes Setareh Aghel Manesh Tianyi Zhang Yuki Onishi Kotaro Hara Scott Bateman Jiannan Li Anthony Tang 26 12 0 16 Feb 2024
Keyframer: Empowering Animation Design using Large Language Models Tiffany Tseng Ruijia Cheng Jeffrey Nichols VGen AI4CE 18 7 0 08 Feb 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 28 11 0 08 Feb 2024
Canvil: Designerly Adaptation for LLM-Powered User Experiences K. J. Kevin Feng Q. V. Liao Ziang Xiao Jennifer Wortman Vaughan Amy X. Zhang David W. McDonald 39 16 0 17 Jan 2024
Conversational AI Threads for Visualizing Multidimensional Datasets Matt-Heun Hong Anamaria Crisan 30 8 0 09 Nov 2023
Beyond Testers' Biases: Guiding Model Testing with Knowledge Bases using LLMs Chenyang Yang Rishabh Rustogi Rachel A. Brower-Sinning Grace A. Lewis Christian Kastner Tongshuang Wu KELM 32 11 0 14 Oct 2023
CoLadder: Supporting Programmers with Hierarchical Code Generation in Multi-Level Abstraction Ryan Yen Jiawen Zhu Sangho Suh Haijun Xia Jian Zhao 40 14 0 12 Oct 2023
PlanFitting: Personalized Exercise Planning with Large Language Model-driven Conversational Agent Donghoon Shin Gary Hsieh Young-Ho Kim 22 3 0 22 Sep 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas L. Griffiths LLMAG LM&Ro 54 153 0 05 Sep 2023
AutoHint: Automatic Prompt Optimization with Hint Generation Hong Sun Xue Li Yi Xu Youkow Homma Qinhao Cao Min-man Wu Jian Jiao Denis Xavier Charles 34 23 0 13 Jul 2023
AmadeusGPT: a natural language interface for interactive animal behavioral analysis Shaokai Ye Jessy Lauer Mu Zhou Alexander Mathis Mackenzie W. Mathis MLLM LLMAG 42 17 0 10 Jul 2023
Insert-expansions for Tool-enabled Conversational Agents Andreas Göldi Roman Rietsche KELM 24 1 0 04 Jul 2023
Prompt Middleware: Mapping Prompts for Large Language Models to UI Affordances Stephen MacNeil Andrew Tran Joanne Kim Ziheng Huang Seth Bernstein Dan Mogil 24 14 0 03 Jul 2023
AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap Q. V. Liao J. Vaughan 38 158 0 02 Jun 2023
Tweetorial Hooks: Generative AI Tools to Motivate Science on Social Media Tao Long Dorothy Zhang Grace Li Batool Taraif Samia Menon Kynnedy Simone Smith Sitong Wang Katy Ilonka Gero Lydia B. Chilton 26 19 0 20 May 2023
Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes Simran Arora Brandon Yang Sabri Eyuboglu A. Narayan Andrew Hojel Immanuel Trummer Christopher Ré SyDa 47 69 0 19 Apr 2023
The Design Space of Generative Models Meredith Ringel Morris Carrie J. Cai J. Holbrook Chinmay Kulkarni Michael Terry 3DV 13 28 0 15 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
A Word is Worth a Thousand Pictures: Prompts as AI Design Material Chinmay Kulkarni Stefania Druga Minsuk Chang Alexander J. Fiannaca Carrie J. Cai Michael Terry 3DV 21 30 0 22 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
Conversational AI-Powered Design: ChatGPT as Designer, User, and Product A. Kocaballi 24 38 0 15 Feb 2023
On the Design of AI-powered Code Assistants for Notebooks A. Mcnutt Chenglong Wang R. Deline Steven Drucker 26 79 0 26 Jan 2023
Leveraging Large Language Models to Power Chatbots for Collecting User Self-Reported Data Jing Wei Sungdong Kim Hyunhoon Jung Young-Ho Kim 25 81 0 14 Jan 2023
Iterated Decomposition: Improving Science Q&A by Supervising Reasoning Processes Justin Reppert Ben Rachbach Charlie George Luke Stebbing Ju-Seung Byun Maggie Appleton Andreas Stuhlmuller ReLM LRM 38 17 0 04 Jan 2023
3DALL-E: Integrating Text-to-Image AI in 3D Design Workflows Vivian Liu Jo Vermeulen G. Fitzmaurice Justin Matejka HAI 27 117 0 20 Oct 2022
Honest Students from Untrusted Teachers: Learning an Interpretable Question-Answering Pipeline from a Pretrained Language Model Jacob Eisenstein D. Andor Bernd Bohnet Michael Collins David M. Mimno LRM 189 24 0 05 Oct 2022
Ask Me Anything: A simple strategy for prompting language models Simran Arora A. Narayan Mayee F. Chen Laurel J. Orr Neel Guha Kush S. Bhatia Ines Chami Frederic Sala Christopher Ré ReLM LRM 211 207 0 05 Oct 2022
Enabling Conversational Interaction with Mobile UI using Large Language Models Bryan Wang Gang Li Yang Li 175 132 0 18 Sep 2022
How to Prompt? Opportunities and Challenges of Zero- and Few-Shot Learning for Human-AI Interaction in Creative Applications of Generative Models Hai Dang Lukas Mecke Florian Lehmann Sven Goller Daniel Buschek 25 97 0 03 Sep 2022
Social Simulacra: Creating Populated Prototypes for Social Computing Systems J. Park Lindsay Popowski Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein 19 275 0 08 Aug 2022
BioTABQA: Instruction Learning for Biomedical Table Question Answering Man Luo S. Saxena Swaroop Mishra Mihir Parmar Chitta Baral LMTD 157 15 0 06 Jul 2022