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Secret Use of Large Language Model (LLM)

As Large Language Models (LLMs) become increasingly integrated into various aspects of work and education, a phenomenon of 'secret use' has emerged where individuals utilize these tools without disclosing their assistance. This paper investigates the …

SepsisCalc: Integrating Clinical Calculators into Early Sepsis Prediction via Dynamic Temporal Graph Connection

Early prediction of sepsis is crucial for improving patient outcomes in clinical settings. This paper introduces SepsisCalc, a novel approach that integrates clinical calculators into sepsis prediction through dynamic temporal graph connections. By …

Sepsislab: Early sepsis prediction with uncertain quantification and active sensing

Early prediction of sepsis is critical for improving patient outcomes, but remains challenging due to the complex and heterogeneous nature of the condition. This paper introduces Sepsislab, a novel approach for early sepsis prediction that …

Toward Feature Engineering with Human and AI's Knowledge: Understanding Data Workers' Perceptions in Human & AI-Assisted Feature Engineering Design

Feature engineering is a critical yet challenging process in machine learning workflows, requiring both domain expertise and technical skills. As AI systems increasingly assist in this process, understanding how data workers perceive and interact …

Fantastic Questions and Where to Find Them: FairytaleQA--An Authentic Dataset for Narrative Comprehension

Question answering (QA) is a fundamental means to facilitate assessment and training of narrative comprehension skills for both machines and young children, yet there is scarcity of high-quality QA datasets carefully designed to serve this purpose. …

StoryBuddy: A Human-AI Collaborative Chatbot for Parent-Child Interactive Storytelling with Flexible Parental Involvement

Despite its benefits for children's skill development and parent-child bonding, many parents do not often engage in interactive storytelling by having story-related dialogues with their child due to limited availability or challenges in coming up …

" Brilliant AI Doctor" in Rural China: Tensions and Challenges in AI-Powered CDSS Deployment

AutoDS: Towards Human-Centered Automation of Data Science

CASS: Towards Building a Social-Support Chatbot for Online Health Community

AutoText: An End-to-End AutoAI Framework for Text