Improving steering and verification in AI-assisted data analysis with interactive task decomposition
LLM-powered tools like ChatGPT Data Analysis, have the potential to help users tackle the
challenging task of data analysis programming, which requires expertise in data processing …
challenging task of data analysis programming, which requires expertise in data processing …
Generative AI Uses and Risks for Knowledge Workers in a Science Organization
Generative AI could enhance scientific discovery by supporting knowledge workers in
science organizations. However, the real-world applications and perceived concerns of …
science organizations. However, the real-world applications and perceived concerns of …
The New Calculator? Practices, Norms, and Implications of Generative AI in Higher Education
Generative AI (GenAI) has introduced myriad opportunities and challenges for higher
education. Anticipating this potential transformation requires understanding students' …
education. Anticipating this potential transformation requires understanding students' …
Dynamic Prompt Middleware: Contextual Prompt Refinement Controls for Comprehension Tasks
Effective prompting of generative AI is challenging for many users, particularly in expressing
context for comprehension tasks such as explaining spreadsheet formulas, Python code …
context for comprehension tasks such as explaining spreadsheet formulas, Python code …
Diversity in Study Participants and a Critique of the “Representative Sample” in Human-Computer Interaction Research
A Sarkar - 2024 IEEE Symposium on Visual Languages and …, 2024 - ieeexplore.ieee.org
We reflect on our experiences in improving the diversity of participants in our research,
focusing on geographic diversity and countering WEIRDness. Our reflections are grounded …
focusing on geographic diversity and countering WEIRDness. Our reflections are grounded …
From PDFs to Structured Data: Utilizing LLM Analysis in Sports Database Management
J Merilehto - arxiv preprint arxiv:2410.17619, 2024 - arxiv.org
This study investigates the effectiveness of Large Language Models (LLMs) in processing
semi-structured data from PDF documents into structured formats, specifically examining …
semi-structured data from PDF documents into structured formats, specifically examining …
[PDF][PDF] The Impact of Generative AI on Critical Thinking: Self-Reported Reductions in Cognitive Effort and Confidence Effects From a Survey of Knowledge Workers
The rise of Generative AI (GenAI) in knowledge workflows raises questions about its impact
on critical thinking skills and practices. We survey 319 knowledge workers to investigate 1) …
on critical thinking skills and practices. We survey 319 knowledge workers to investigate 1) …