2 papers
cs.CL2026
Structure, Association, and Decision Value: Representation-Based Difficulty Estimation for Adaptive Inference in African-Language NLI
Toheeb Ogunade
We ask whether internal representation statistics can provide useful example-level difficulty signals for adaptive inference in multilingual African NLP, and find that they cannot…
quant-ph2026
A Matched Spectral Benchmark of Quantum Inspired Feature Maps
Toheeb Ogunade, Taofeek Kassim, Etinosa Osaro
Quantum machine learning is often motivated by the idea that quantum systems can expose useful high-dimensional structure that is difficult to access with classical models. We isol…