421 citations
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cs.CL2025★ 18 cited
Advances in Pre-trained Language Models for Domain-Specific Text Classification: A Systematic Review
Zhyar Rzgar K. Rostam, Gábor Kertész
The exponential increase in scientific literature and online information necessitates efficient methods for extracting knowledge from textual data. Natural language processing (NLP…
cs.CL2025★ 4 cited
Advancing Scientific Text Classification: Fine-Tuned Models with Dataset Expansion and Hard-Voting
Zhyar Rzgar K Rostam, Gábor Kertész
Efficient text classification is essential for handling the increasing volume of academic publications. This study explores the use of pre-trained language models (PLMs), including…
cs.CL2025
Labels Generated by Large Language Models Help Measure People's Empathy in Vitro
Md Rakibul Hasan, Yue Yao, Md Zakir Hossain +4
Large language models (LLMs) have revolutionised many fields, with LLM-as-a-service (LLMSaaS) offering accessible, general-purpose solutions without costly task-specific training.…