3 papers
cs.CL2026
Semantic Needles in Document Haystacks: Sensitivity Testing of LLM-as-a-Judge Similarity Scoring
Sinan G. Aksoy, Alexandra A. Sabrio, Erik VonKaenel +1
We propose a scalable, multifactorial experimental framework that systematically probes LLM sensitivity to subtle semantic changes in pairwise document comparison. We analogize thi…
cs.IR2025
Talking to GDELT Through Knowledge Graphs
Audun Myers, Max Vargas, Sinan G. Aksoy +4
In this work we study various Retrieval Augmented Regeneration (RAG) approaches to gain an understanding of the strengths and weaknesses of each approach in a question-answering an…
cs.DM2024
Retrieving Top-k Hyperedge Triplets: Models and Applications
Jason Niu, Ilya D. Amburg, Sinan G. Aksoy +1
Complex systems frequently exhibit multi-way, rather than pairwise, interactions. These group interactions cannot be faithfully modeled as collections of pairwise interactions usin…