2 citations · 2 across the 3 of their papers we have counts for
3 papers
Synthetic Adaptive Guided Embeddings (SAGE): A Novel Knowledge Distillation Method
Suleyman Olcay Polat, Poli A. Nemkova, Mark V. Albert
Model distillation enables the transfer of knowledge from large-scale models to compact student models, facilitating deployment in resource-constrained environments. However, conve…
Comparing LLM Text Annotation Skills: A Study on Human Rights Violations in Social Media Data
Poli Apollinaire Nemkova, Solomon Ubani, Mark V. Albert
In the era of increasingly sophisticated natural language processing (NLP) systems, large language models (LLMs) have demonstrated remarkable potential for diverse applications, in…
Detecting Human Rights Violations on Social Media during Russia-Ukraine War
Poli Nemkova, Solomon Ubani, Suleyman Olcay Polat +2
The present-day Russia-Ukraine military conflict has exposed the pivotal role of social media in enabling the transparent and unbridled sharing of information directly from the fro…