Handling Semantic Relationships for Classification of Sparse Text: A Review

The classification of sparse text, common in short or specialized content, is challenging for natural language processing. These challenges stem from high-dimensional data and scarce relevant features because sparse text can result from noisy, short, or contextually limited inputs. This paper review...

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Bibliographic Details
Main Authors: Safuan, Ku Ruhana Ku-Mahamud
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Engineering Proceedings
Subjects:
Online Access:https://www.mdpi.com/2673-4591/84/1/61
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