Lin, S. 2026. Joint Cultural and Grammatical Correction of Japanese Translations via a GAN-BiLSTM Framework with Policy Gradient Optimization. Informatica. 50, 10 (Mar. 2026). DOI:https://doi.org/10.31449/inf.v50i10.12257.