AttenFlow: Context-Aware Architecture with Consensus-Based Retrieval and Graph Attention for Automated Document Processing

AttenFlow: Context-Aware Architecture with Consensus-Based Retrieval and Graph Attention for Automated Document Processing

Automated document processing and circulation systems face critical challenges in achieving reliable retrieval accuracy and robust classification performance, particularly in security-critical organizational environments. Traditional approaches suffer from fundamental limitations, including fixed fu...

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Bibliographic Details
Main Authors: Xianfeng Zhang, Bin Hu, Shukan Liu, Qiao Sun, Lin Chen
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Applied Sciences
Subjects:
document processing
consensus-based retrieval fusion
graph attention networks
adversarial training
context-aware architecture
Online Access:https://www.mdpi.com/2076-3417/15/13/7517
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