Dh Van: Researcher — Prolific Citations Library

Explore 1 peer-reviewed study by Dh Van in Artificial Intelligence and Data Annotation (2025). Discover research powered by Prolific's participant panel.

This page lists 1 peer-reviewed paper authored or co-authored by Dh Van in the Prolific Citations Library, a curated collection of research powered by high-quality human data from Prolific.

Papers (1 of 1)

Transforming data annotation with ai agents: A review of architectures, reasoning, applications, and impact

Authors: MM Karim, S Khan, DH Van, X Liu, C Wang, Q Qu

Year: 2025

Published in: Future Internet, 2025 - mdpi.com

Institution: Chinese Academy of Sciences, Zhejiang University, South-Central Minzu University

Research Area: Artificial Intelligence, Data Annotation, Multi-Agent Systems

Discipline: Artificial Intelligence

The paper reviews the role of AI agents powered by large language models in addressing challenges in data annotation, focusing on architectures, workflows, real-world applications, and future research directions for improving efficiency, scalability, transparency, and bias mitigation.

Methods: Comprehensive review and analysis of AI agent architectures, workflows, applications, and evaluation methods in data annotation across multiple industries.

Key Findings: Capabilities of LLM-driven agents in reasoning, adaptive learning, collaborative annotation, and their impact on quality assurance, cost, scalability, and bias mitigation.

Citations: 10