Jie Gao (高洁)

My first name, “Jie”(洁), pronounced like “Jyeah” in English.

I started a postdoctoral associate position in Mens, Manus, and Machina (M3S) team at the Singapore-MIT Alliance for Research and Technology since Feb 2024, working with Prof. Thomas W. Malone. Prior to this, I got my PhD in Information Systems Technology and Design at Singapore University of Technology and Design in Jan 2024, advised by Simon Perrault. My research interests include Human-AI Collaboration, Human-AI Interaction and AI for Social Science. Specifically, I am passionate about:

  • Human-LLM Collaboration/Interaction: investigating the various modes of collaboration/interaction between humans and LLMs, building taxonomy between human-LLM collaboration/interaction activities. One of the main use cases I will explore is code auditing;
  • AI4SocialScience: exploring efficient AI-assisted tools to enhance qualitative analysis.

🚩 I am passionate about research and would be happy to discuss research ideas/collaboration opportunities! I am also glad to work with both undergraduate and graduate students! Please feel free to contact me at jie.gao[at]smart.mit.edu

Home
News

2024.09 I am serving as an Associate Chair for CHI2025 under subcommittee "Understanding People — Statistical and Quantitative Methods" this year!

2024.05 Attended CHI2024 and met old and new friends!

2024.03 🎉 Our Late-breaking Work "A Taxonomy for Human-LLM Interaction Modes-An Initial Exploration" has been accepted to CHI 2024.

Featured Publications

*Co-first author.

To simplify the reading, I've listed only my main contributions. For a full list and the latest version of my publications, please visit my Google Scholar !


🆕 Check Our New Work!

A Taxonomy for Human-LLM Interaction Modes: An Initial Exploration

A Taxonomy for Human-LLM Interaction Modes: An Initial Exploration

Jie Gao*, Simret Araya Gebreegziabher*, Kenny Tsu Wei Choo, Toby Jia-Jun Li, Simon Tangi Perrault, Thomas W. Malone

CHI LBW 2024 Human-LLM Interaction PDF

🌟 AI-assisted (LLM-powered) Qualitative Data Analysis:

If you're interested in the development of this line of research, I suggest reviewing the development history of CollabCoder. To gain a full understanding of why I started working on this topic since 2021, I invite you to check the Section 2: Choice of Research Topic of my PhD thesis.

CollabCoder: A Lower-barrier, Rigorous Workflow for Inductive Collaborative Qualitative Analysis with Large Language Models

CollabCoder: A Lower-barrier, Rigorous Workflow for Inductive Collaborative Qualitative Analysis with Large Language Models

Jie Gao, Yuchen Guo, Gionnieve Lim, Tianqin Zhang, Zheng Zhang, Toby Jia-Jun Li, Simon Tangi Perrault.

CHI 2024 LLM+Social Science PDF Website Video Code
CoAIcoder: Examining the Effectiveness of AI-assisted Human-to-Human Collaboration in Qualitative Analysis.

CoAIcoder: Examining the Effectiveness of AI-assisted Human-to-Human Collaboration in Qualitative Analysis.

Jie Gao, Kenny Tsu Wei Choo, Junming Cao, Roy Ka Wei Lee, Simon Perrault.

TOCHI 2023 AI4SocialScience PDF
CollabCoder: A GPT-Powered Workflow for Collaborative Qualitative Analysis.

CollabCoder: A GPT-Powered Workflow for Collaborative Qualitative Analysis.

Jie Gao, Yuchen Guo, Toby Jia-Jun Li, Simon Tangi Perrault.

CSCW demo 2023 LLM+Social Science PDF

🤖 LLM-powered Applications:

I am thrilled to be part of my colleagues' LLM projects and have gained valuable insights from our collaboration!

VISAR: A Human-AI Argumentative Writing Assistant with Visual Programming and Rapid Draft Prototyping.

VISAR: A Human-AI Argumentative Writing Assistant with Visual Programming and Rapid Draft Prototyping.

Zheng Zhang, Jie Gao, Ranjodh Singh Dhaliwal, Toby Jia-Jun Li.

UIST 2023 LLM+Writing PDF Website Video Code
Help Me Reflect: Leveraging Self-Reflection Interface Nudges to Enhance Deliberativeness on Online Deliberation Platforms

Help Me Reflect: Leveraging Self-Reflection Interface Nudges to Enhance Deliberativeness on Online Deliberation Platforms

Shun Yi Yeo, Gionnieve Lim, Jie Gao, Weiyu Zhang, Simon Tangi Perrault

CHI 2024 PDF