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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.CL2021★ 2 cited
NukeLM: Pre-Trained and Fine-Tuned Language Models for the Nuclear and Energy Domains
Lee Burke, Karl Pazdernik, Daniel Fortin +3
Natural language processing (NLP) tasks (text classification, named entity recognition, etc.) have seen revolutionary improvements over the last few years. This is due to language…