Cover Image

ViseGPT: Towards Better Alignment of LLM-generated Data Wrangling Scripts and User Prompts

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhu, Jiajun, Cheng, Xinyu, Luo, Zhongsu, Zhou, Yunfan, Shu, Xinhuan, Weng, Di, Wu, Yingcai
Format:	Preprint
Published:	2025
Subjects:	Human-Computer Interaction
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Xavier: Toward Better Coding Assistance in Authoring Tabular Data Wrangling Scripts
by: Zhou, Yunfan, et al.
Published: (2025)

Cerebra: Aligning Implicit Knowledge in Interactive SQL Authoring
by: Zhou, Yunfan, et al.
Published: (2026)

RCInvestigator: Towards Better Investigation of Anomaly Root Causes in Cloud Computing Systems
by: Liu, Shuhan, et al.
Published: (2024)

Towards Scalable Visual Data Wrangling via Direct Manipulation
by: Rezig, El Kindi, et al.
Published: (2025)

ReVise: A Human-AI Interface for Incremental Algorithmic Recourse
by: Bhattacharjee, Kaustav, et al.
Published: (2025)

StructVizor: Interactive Profiling of Semi-Structured Textual Data
by: Huang, Yanwei, et al.
Published: (2025)

User Prompting Strategies and ChatGPT Contextual Adaptation Shape Conversational Information-Seeking Experiences
by: Xue, Haoning, et al.
Published: (2025)

Visualization Atlases: Explaining and Exploring Complex Topics through Data, Visualization, and Narration
by: Wang, Jinrui, et al.
Published: (2024)

CoPrompter: User-Centric Evaluation of LLM Instruction Alignment for Improved Prompt Engineering
by: Joshi, Ishika, et al.
Published: (2024)

DataSway: Vivifying Metaphoric Visualization with Animation Clip Generation and Coordination
by: Xie, Liwenhan, et al.
Published: (2025)

DataWink: Reusing and Adapting SVG-based Visualization Examples with Large Multimodal Models
by: Xie, Liwenhan, et al.
Published: (2025)

Does This Have a Particular Meaning? Interactive Pattern Explanation for Network Visualizations
by: Shu, Xinhuan, et al.
Published: (2024)

Dango: A Mixed-Initiative Data Wrangling System using Large Language Model
by: Chen, Wei-Hao, et al.
Published: (2025)

Relation-driven Query of Multiple Time Series
by: Liu, Shuhan, et al.
Published: (2023)

Value Alignment Tax: Measuring Value Trade-offs in LLM Alignment
by: Chen, Jiajun, et al.
Published: (2026)

ChartGPT: Leveraging LLMs to Generate Charts from Abstract Natural Language
by: Tian, Yuan, et al.
Published: (2023)

RouteFlow: Trajectory-Aware Animated Transitions
by: Li, Duan, et al.
Published: (2025)

Google or ChatGPT: Who is the Better Helper for University Students
by: Zhang, Mengmeng, et al.
Published: (2024)

KEditVis: A Visual Analytics System for Knowledge Editing of Large Language Models
by: Chen, Zhenning, et al.
Published: (2026)

Predicting User Behavior in Smart Spaces with LLM-Enhanced Logs and Personalized Prompts
by: Song, Yunpeng, et al.
Published: (2024)

Using Mathlink Cubes to Introduce Data Wrangling with Examples in R
by: McGowan, Lucy D'Agostino
Published: (2024)

PaperWave: Listening to Research Papers as Conversational Podcasts Scripted by LLM
by: Yahagi, Yuchi, et al.
Published: (2024)

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

WonderFlow: Narration-Centric Design of Animated Data Videos
by: Wang, Yun, et al.
Published: (2023)

Understanding Users' Privacy Perceptions Towards LLM's RAG-based Memory
by: Zhang, Shuning, et al.
Published: (2025)

End User Authoring of Personalized Content Classifiers: Comparing Example Labeling, Rule Writing, and LLM Prompting
by: Wang, Leijie, et al.
Published: (2024)

"I Use ChatGPT to Humanize My Words": Affordances and Risks of ChatGPT to Autistic Users
by: Ma, Renkai, et al.
Published: (2026)

User Intent Recognition and Satisfaction with Large Language Models: A User Study with ChatGPT
by: Bodonhelyi, Anna, et al.
Published: (2024)

Another Turn, Better Output? A Turn-Wise Analysis of Iterative LLM Prompting
by: Javaji, Shashidhar Reddy, et al.
Published: (2025)

Evaluating Efficiency and Engagement in Scripted and LLM-Enhanced Human-Robot Interactions
by: Schreiter, Tim, et al.
Published: (2025)

Open Source Software Lifecycle Classification: Developing Wrangling Techniques for Complex Sociotechnical Systems
by: Lu, Wenyi, et al.
Published: (2025)

Navigating User Experience of ChatGPT-based Conversational Recommender Systems: The Effects of Prompt Guidance and Recommendation Domain
by: Zhang, Yizhe, et al.
Published: (2024)

Building Intelligent User Interfaces for Human-AI Alignment
by: Shi, Danqing
Published: (2026)

Training Users Against Human and GPT-4 Generated Social Engineering Attacks
by: Malloy, Tailia, et al.
Published: (2025)

TRIZ-GPT: An LLM-augmented method for problem-solving
by: Chen, Liuqing, et al.
Published: (2024)

Script&Shift: A Layered Interface Paradigm for Integrating Content Development and Rhetorical Strategy with LLM Writing Assistants
by: Siddiqui, Momin, et al.
Published: (2025)

Towards Holistic Prompt Craft
by: Lindley, Joseph, et al.
Published: (2025)

Promptimizer: User-Led Prompt Optimization for Personal Content Classification
by: Wang, Leijie, et al.
Published: (2025)

Seeing the Reasoning: How LLM Rationales Influence User Trust and Decision-Making in Factual Verification Tasks
by: Sun, Xin, et al.
Published: (2026)

Designing Prompt Analytics Dashboards to Analyze Student-ChatGPT Interactions in EFL Writing
by: Kim, Minsun, et al.
Published: (2024)