Imagen de Portada

Efficiency with Rigor! A Trustworthy LLM-powered Workflow for Qualitative Data Analysis

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Gao, Jie, Shu, Zhiyao, Yeo, Shun Yi, Prakash, Alok, Huang, Chien-Ming, Dredze, Mark, Xiao, Ziang
Formato:	Preprint
Publicado:	2025
Materias:	Human-Computer Interaction
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

CollabCoder: A Lower-barrier, Rigorous Workflow for Inductive Collaborative Qualitative Analysis with Large Language Models
por: Gao, Jie, et al.
Publicado: (2023)

From Text to Trust: Empowering AI-assisted Decision Making with Adaptive LLM-powered Analysis
por: Li, Zhuoyan, et al.
Publicado: (2025)

Help Me Reflect: Leveraging Self-Reflection Interface Nudges to Enhance Deliberativeness on Online Deliberation Platforms
por: Yeo, Shun Yi, et al.
Publicado: (2024)

Not Too Long, Not Too Short: Goldilocks Principle of 'Optimal' Reflection Time on Online Deliberation Platforms
por: Yeo, ShunYi, et al.
Publicado: (2024)

Can LLM "Self-report"?: Evaluating the Validity of Self-report Scales in Measuring Personality Design in LLM-based Chatbots
por: Zou, Huiqi, et al.
Publicado: (2024)

Scaffolded Vulnerability: Chatbot-Mediated Reciprocal Self-Disclosure and Need-Supportive Interaction in Couples
por: Jiang, Zhuoqun, et al.
Publicado: (2026)

Enhancing Deliberativeness: Evaluating the Impact of Multimodal Reflection Nudges
por: Yeo, ShunYi, et al.
Publicado: (2025)

Remini: Leveraging Chatbot-Mediated Mutual Reminiscence for Promoting Positive Affect and Feeling of Connectedness among Loved Ones
por: Jiang, Zhuoqun, et al.
Publicado: (2025)

Interruption Handling for Conversational Robots
por: Cao, Shiye, et al.
Publicado: (2025)

Reflexis: Supporting Reflexivity and Rigor in Collaborative Qualitative Analysis through Design for Deliberation
por: Ye, Runlong, et al.
Publicado: (2026)

Trustworthy AI Psychotherapy: Multi-Agent LLM Workflow for Counseling and Explainable Mental Disorder Diagnosis
por: Ozgun, Mithat Can, et al.
Publicado: (2025)

Toward a Human-Centered Evaluation Framework for Trustworthy LLM-Powered GUI Agents
por: Chen, Chaoran, et al.
Publicado: (2025)

Disclose with Care: Designing Privacy Controls in Interview Chatbots
por: Li, Ziwen, et al.
Publicado: (2026)

Trustworthy by Design: The Viewer's Perspective on Trust in Data Visualization
por: McKinley, Oen, et al.
Publicado: (2025)

User Interaction Patterns and Breakdowns in Conversing with LLM-Powered Voice Assistants
por: Mahmood, Amama, et al.
Publicado: (2023)

How can LLMs Support Policy Researchers? Evaluating an LLM-Assisted Workflow for Large-Scale Unstructured Data
por: Liu, Yuhan, et al.
Publicado: (2026)

Not a Collaborator or a Supervisor, but an Assistant: Striking the Balance Between Efficiency and Ownership in AI-incorporated Qualitative Data Analysis
por: Puranik, Anoushka, et al.
Publicado: (2025)

Gender Biases in Error Mitigation by Voice Assistants
por: Mahmood, Amama, et al.
Publicado: (2023)

From Our Lab to Their Homes: Learnings from Longitudinal Field Research with Older Adults
por: Mahmood, Amama, et al.
Publicado: (2024)

Canvil: Designerly Adaptation for LLM-Powered User Experiences
por: Feng, K. J. Kevin, et al.
Publicado: (2024)

XAgen: An Explainability Tool for Identifying and Correcting Failures in Multi-Agent Workflows
por: Wang, Xinru, et al.
Publicado: (2025)

Rethinking Model Evaluation as Narrowing the Socio-Technical Gap
por: Liao, Q. Vera, et al.
Publicado: (2023)

ID.8: Co-Creating Visual Stories with Generative AI
por: Antony, Victor Nikhil, et al.
Publicado: (2023)

Generative Echo Chamber? Effects of LLM-Powered Search Systems on Diverse Information Seeking
por: Sharma, Nikhil, et al.
Publicado: (2024)

Who's the Leader? Analyzing Novice Workflows in LLM-Assisted Debugging of Machine Learning Code
por: Bo, Jessica Y., et al.
Publicado: (2025)

Feedback by Design: Understanding and Overcoming User Feedback Barriers in Conversational Agents
por: Sharma, Nikhil, et al.
Publicado: (2026)

LLM-for-X: Application-agnostic Integration of Large Language Models to Support Personal Writing Workflows
por: Teufelberger, Lukas, et al.
Publicado: (2024)

Designing for Appropriate Reliance: The Roles of AI Uncertainty Presentation, Initial User Decision, and User Demographics in AI-Assisted Decision-Making
por: Cao, Shiye, et al.
Publicado: (2024)

Situated Understanding of Errors in Older Adults' Interactions with Voice Assistants: A Month-Long, In-Home Study
por: Mahmood, Amama, et al.
Publicado: (2024)

Augmented Reality Indoor Wayfinding in Hospital Environments An Empirical Study on Navigation Efficiency, User Experience, and Cognitive Load
por: Liu, Kai, et al.
Publicado: (2025)

Challenges in Trustworthy Human Evaluation of Chatbots
por: Zhao, Wenting, et al.
Publicado: (2024)

Explainable Model Routing for Agentic Workflows
por: Okamoto, Mika, et al.
Publicado: (2026)

"Do I Trust the AI?" Towards Trustworthy AI-Assisted Diagnosis: Understanding User Perception in LLM-Supported Reasoning
por: Xu, Yuansong, et al.
Publicado: (2026)

Codesigning Ripplet: an LLM-Assisted Assessment Authoring System Grounded in a Conceptual Model of Teachers' Workflows
por: Cui, Yuan, et al.
Publicado: (2026)

Qualitative Study for LLM-assisted Design Study Process: Strategies, Challenges, and Roles
por: Ruan, Shaolun, et al.
Publicado: (2025)

Empirical Insights into Analytic Provenance Summarization: A Study on Segmenting Data Analysis Workflows
por: Esmaeili, Shaghayegh, et al.
Publicado: (2024)

Leveraging Large Language Models to Enhance Domain Expert Inclusion in Data Science Workflows
por: Shih, Jasmine Y., et al.
Publicado: (2024)

The Shape of Agency: Designing for Personal Agency in Qualitative Data Analysis
por: Mazza, Luka Ugaya, et al.
Publicado: (2024)

When Qualitative Research Meets Large Language Model: Exploring the Potential of QualiGPT as a Tool for Qualitative Coding
por: Zhang, He, et al.
Publicado: (2024)

Designing Social Robots that Engage Older Adults in Exercise: A Case Study
por: Antony, Victor Nikhil, et al.
Publicado: (2024)