Thirumalraj, Arunadevi, et al. “Category–semantic Fusion Network for Robust Named Entity Recognition Using Context-Aware Representation Learning”. Edelweiss Applied Science and Technology, vol. 10, no. 10, Oct. 2026, pp. 293-06, doi:10.55214/2576-8484.v10i10.13736.