Automated Matchmaking of Researcher Biosketches and Funder Requests for Proposals Using Deep Neural Networks

Automated Matchmaking of Researcher Biosketches and Funder Requests for Proposals Using Deep Neural Networks

This study developed an automated matchmaking system using deep neural networks to enhance the efficiency of pairing researcher biosketches with funders’ requests for proposals (RFPs). In thus U.S., with over 900 federal grant programs and 86,000+ foundations, researchers often spend up t...

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Bibliographic Details
Main Authors: Sifei Han, Russell Richie, Lingyun Shi, Fuchiang Tsui
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Document similarity
deep neural networks
data augmentation
Online Access:https://ieeexplore.ieee.org/document/10597426/

Internet

https://ieeexplore.ieee.org/document/10597426/

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