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"

47 / 47 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 44 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 ... Y. Li 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 65 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 73 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 76 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 87 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 38 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
Benchmark Data Contamination of Large Language Models: A Survey Cheng Xu Shuhao Guan Derek Greene Mohand-Tahar Kechadi ELM ALM 38 38 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 42 28 0 04 Jun 2024
Navigating LLM Ethics: Advancements, Challenges, and Future Directions Junfeng Jiao S. Afroogh Yiming Xu Connor Phillips AILaw 60 19 0 14 May 2024
Generative AI in the Wild: Prospects, Challenges, and Strategies Yuan Sun Eunchae Jang Fenglong Ma Ting Wang 27 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 29 30 0 30 Mar 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 24 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 31 16 0 17 Jan 2024
Conversational AI Threads for Visualizing Multidimensional Datasets Matt-Heun Hong Anamaria Crisan 14 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 30 11 0 14 Oct 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas L. Griffiths LLMAG LM&Ro 36 151 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 27 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 27 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
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 11 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 11 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 15 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 19 38 0 15 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
Leveraging Large Language Models to Power Chatbots for Collecting User Self-Reported Data Jing Wei Sungdong Kim Hyunhoon Jung Young-Ho Kim 25 79 0 14 Jan 2023
3DALL-E: Integrating Text-to-Image AI in 3D Design Workflows Vivian Liu Jo Vermeulen G. Fitzmaurice Justin Matejka HAI 25 117 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 187 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 206 206 0 05 Oct 2022
BioTABQA: Instruction Learning for Biomedical Table Question Answering Man Luo S. Saxena Swaroop Mishra Mihir Parmar Chitta Baral LMTD 149 15 0 06 Jul 2022
Can Foundation Models Help Us Achieve Perfect Secrecy? Simran Arora Christopher Ré FedML 11 6 0 27 May 2022
Least-to-Most Prompting Enables Complex Reasoning in Large Language Models Denny Zhou Nathanael Scharli Le Hou Jason W. Wei Nathan Scales ... Dale Schuurmans Claire Cui Olivier Bousquet Quoc Le Ed H. Chi RALM LRM AI4CE 12 1,036 0 21 May 2022
Sparks: Inspiration for Science Writing using Language Models Katy Ilonka Gero Vivian Liu Lydia B. Chilton LRM 97 171 0 14 Oct 2021
A Recipe For Arbitrary Text Style Transfer with Large Language Models Emily Reif Daphne Ippolito Ann Yuan Andy Coenen Chris Callison-Burch Jason W. Wei 216 117 0 08 Sep 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 277 1,117 0 18 Apr 2021
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