2 papers
cs.PF2026
Cluster, Route, Escalate: Cascaded Framework for Cost-Aware LLM Serving
Yasmin Moslem, Magdalena Kacmajor, Vasudevan Nedumpozhimana +11
Serving open-weight language models on premises forces a trade-off between accuracy and computational cost. Hosting models of different sizes lets easy queries go to a small, effic…
cs.CL2020
Semantic Relatedness and Taxonomic Word Embeddings
Magdalena Kacmajor, John D. Kelleher, Filip Klubicka +1
This paper connects a series of papers dealing with taxonomic word embeddings. It begins by noting that there are different types of semantic relatedness and that different lexical…