Enhancing Small Language Models for Graph Tasks Through Graph Encoder Integration

Small language models (SLMs) are increasingly utilized for on-device applications due to their ability to ensure user privacy, reduce inference latency, and operate independently of cloud infrastructure. However, their performance is often limited when processing complex data structures such as grap...

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Bibliographic Details
Main Authors: Dongryul Oh, Sujin Kang, Heejin Kim, Dongsuk Oh
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/5/2418
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