Generative artificial intelligence (GAI) is increasingly used in higher education for explanation, content generation, feedback, and personalized learning. However, conventional prompt–response chatbots may provide insufficient support for complex academic tasks requiring planning, evidence organization, comparison, ju...
Galina Ilieva, Tania Yankova, Margarita Ruseva et al.· Trends in Higher Education· 0 citations
Semantic search over domain-specific corpora requires an effective embedding model and infrastructure. Elasticsearch’s native semantic_text field and ELSER sparse-vector inference require a commercial Enterprise subscription, inaccessible to most academic institutions. This paper documents the licensing barrier and pre...
S. Cheresharov, Georgi Gustinov, V. Tabakova-Komsalova et al.· Electronics· 0 citations
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