Data-efficient Classification of Road Inspection Texts with a Semantic Similarity Criterion
Full paper published here (Advanced Engineering Informatics, Impact Factor 9.9).
This paper explores using small but efficient Sentence Transformers as data-efficient text classifiers that outperform much larger LLMs like Llama3.