What does this research mean for the field?

SmartDocAI is an effective LLM-based system for classifying research papers into their appropriate technical domains, improving the efficiency of the submission process. Novelty: ClaimNovelty.METHODOLOGICAL. Consensus alignment: ConsensusAlignment.NEUTRAL.

What question did this study set out to answer?

The aim is to develop a system that automates the classification of research papers into appropriate technical domains.

February 27, 2026Open Access

SmartDocAI – LLM-Based Research Paper Domain Classification System

Key Points

The aim is to develop a system that automates the classification of research papers into appropriate technical domains.
Utilized a large language model for classification tasks.
Analyzed patterns in paper submissions over recent years.
Focused on accuracy in categorizing research topics.
Showed significant time savings compared to manual classification.
Improved accuracy in domain selection for research papers.
Demonstrated potential to ease editors' workload.

Abstract

ABSTRACT In the last few years, journals andconferences have started receiving a verylarge number of research paper submissions.Because of this, editors often face problemswhile manually arranging papers under thecorrect technical domains. Choosing theright domain is important for reviewerselection, organizing publications, andkeeping proper records. When submissionsincrease, manual classification takes moretime and mainly depends on the editor’sindividual knowledge and experience.

SmartDocAI – LLM-Based Research Paper Domain Classification System

Key Points

Abstract

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