Copertina

Model-in-the-Loop (MILO): Accelerating Multimodal AI Data Annotation with LLMs

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Wang, Yifan, Stevens, David, Shah, Pranay, Jiang, Wenwen, Liu, Miao, Chen, Xu, Kuo, Robert, Li, Na, Gong, Boying, Lee, Daniel, Hu, Jiabo, Zhang, Ning, Kamma, Bob
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Human-Computer Interaction Artificial Intelligence Computation and Language Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Designing Effective AI Explanations for Misinformation Detection: A Comparative Study of Content, Social, and Combined Explanations
di: Gong, Yeaeun, et al.
Pubblicazione: (2025)

Exploring patient trust in clinical advice from AI-driven LLMs like ChatGPT for self-diagnosis
di: Du, Delong, et al.
Pubblicazione: (2024)

An LLM-Assisted Toolkit for Inspectable Multimodal Emotion Data Annotation
di: Kuang, Zheyuan, et al.
Pubblicazione: (2026)

Enhancing Generative AI Image Refinement with Scribbles and Annotations: A Comparative Study of Multimodal Prompts
di: Park, Hyerim, et al.
Pubblicazione: (2026)

A Longitudinal Study on Different Annotator Feedback Loops in Complex RAG Tasks
di: Rosenthal, Sara, et al.
Pubblicazione: (2025)

AI Chatbots as Professional Service Agents: Developing a Professional Identity
di: Li, Wenwen, et al.
Pubblicazione: (2025)

Collaborative Human-AI Risk Annotation: Co-Annotating Online Incivility with CHAIRA
di: Park, Jinkyung Katie, et al.
Pubblicazione: (2024)

Personas with Attitudes: Controlling LLMs for Diverse Data Annotation
di: Fröhling, Leon, et al.
Pubblicazione: (2024)

From Prompt Engineering to Prompt Science With Human in the Loop
di: Shah, Chirag
Pubblicazione: (2024)

Diamond of Thought: A Design Thinking-Based Framework for LLMs in Wearable Design
di: Miao, Qiyang, et al.
Pubblicazione: (2024)

E-THER: A Multimodal Dataset for Empathic AI -- Towards Emotional Mismatch Awareness
di: Tahir, Sharjeel, et al.
Pubblicazione: (2025)

More Than 1v1: Human-AI Alignment in Early Developmental Communities with Multimodal LLMs
di: Shi, Weiyan, et al.
Pubblicazione: (2026)

Disability-First AI Dataset Annotation: Co-designing Stuttered Speech Annotation Guidelines with People Who Stutter
di: Tang, Xinru, et al.
Pubblicazione: (2026)

Intuitive interaction flow: A Dual-Loop Human-Machine Collaboration Task Allocation Model and an experimental study
di: Xu, Jiang, et al.
Pubblicazione: (2024)

"Label from Somewhere": Reflexive Annotating for Situated AI Alignment
di: Arzberger, Anne, et al.
Pubblicazione: (2026)

Beyond the Interface: Redefining UX for Society-in-the-Loop AI Systems
di: Mafi, Nahal, et al.
Pubblicazione: (2026)

FIRMED: A Peak-Centered Multimodal Dataset with Fine-Grained Annotation for Emotion Recognition
di: Tang, Hao, et al.
Pubblicazione: (2025)

Dynamic Personalization Through Continuous Feedback Loops in Interactive AI Systems
di: He, Liu
Pubblicazione: (2026)

Sandpiper: Orchestrated AI-Annotation for Educational Discourse at Scale
di: Hedley, Daryl, et al.
Pubblicazione: (2026)

Purrfessor: A Fine-tuned Multimodal LLaVA Diet Health Chatbot
di: Lu, Linqi, et al.
Pubblicazione: (2024)

Boosting Architectural Generation via Prompts: Report
di: Zhang, Xin, et al.
Pubblicazione: (2024)

Context-Aware Workflow Decomposition for Automated Mobile UI Annotation Using Multimodal Large Language Models
di: Parvez, Athar, et al.
Pubblicazione: (2026)

Exploring Visual Prompts: Refining Images with Scribbles and Annotations in Generative AI Image Tools
di: Park, Hyerim, et al.
Pubblicazione: (2025)

DAWZY: A New Addition to AI powered "Human in the Loop" Music Co-creation
di: Elkins, Aaron C, et al.
Pubblicazione: (2025)

The Human-GenAI Value Loop in Human-Centered Innovation: Beyond the Magical Narrative
di: Grange, Camille, et al.
Pubblicazione: (2024)

Leveraging Large Language Models (LLMs) to Support Collaborative Human-AI Online Risk Data Annotation
di: Park, Jinkyung, et al.
Pubblicazione: (2024)

ArtMentor: AI-Assisted Evaluation of Artworks to Explore Multimodal Large Language Models Capabilities
di: Zheng, Chanjin, et al.
Pubblicazione: (2025)

AgentClick: A Skill-Based Human-in-the-Loop Review Layer for Terminal AI Agents
di: Zhuang, Haomin, et al.
Pubblicazione: (2026)

GROW: A Conversational AI Coach for Goals, Reflection, Optimism, and Well-Being
di: Shah, Keya, et al.
Pubblicazione: (2026)

Supporting Aging Well through Accessible Digital Games: The Supplemental Role of AI in Game Design for Older Adults
di: Lyman, Brandon, et al.
Pubblicazione: (2025)

Generative Muscle Stimulation: Providing Users with Physical Assistance by Constraining Multimodal-AI with Embodied Knowledge
di: Ho, Yun, et al.
Pubblicazione: (2025)

EyeAgent: An Agentic AI System for Multimodal Clinical Decision Support in Ophthalmology
di: Shi, Danli, et al.
Pubblicazione: (2025)

Briteller: Shining a Light on AI Recommendations for Children
di: Zhou, Xiaofei, et al.
Pubblicazione: (2025)

Closing the Knowledge Gap in Designing Data Annotation Interfaces for AI-powered Disaster Management Analytic Systems
di: Ara, Zinat, et al.
Pubblicazione: (2024)

Agentic AI and Human-in-the-Loop Interventions: Field Experimental Evidence from Alibaba's Customer Service Operations
di: Wang, Yiwei, et al.
Pubblicazione: (2026)

From Checking to Sensemaking: A Caregiver-in-the-Loop Framework for AI-Assisted Task Verification in Dementia Care
di: Lai, Joy, et al.
Pubblicazione: (2025)

A Conceptual Framework for Human-AI Collaborative Genome Annotation
di: Li, Xiaomei, et al.
Pubblicazione: (2025)

Novobo: Supporting Teachers' Peer Learning of Instructional Gestures by Teaching a Mentee AI-Agent Together
di: Jiang, Jiaqi, et al.
Pubblicazione: (2025)

Amuse: Human-AI Collaborative Songwriting with Multimodal Inspirations
di: Kim, Yewon, et al.
Pubblicazione: (2024)

From Dyads to Groups: Rethinking Emotional Support with Conversational AI
di: Hu, Yuqing, et al.
Pubblicazione: (2026)