Lokeshwaran, K. et al. 2025. Benchmarking Transformer Models Against Classical Approaches for Fake Review Detection on the Deceptive Opinion Spam Corpus. International Journal of Environment, Engineering and Education. 7, 3 (Dec. 2025), 182–195. DOI:https://doi.org/10.55151/ijeedu.v7i3.334.