# Beyond Transformers: A Mathematical Critique of Cross-Lingual Diffusion Architectures
Beyond Transformers: A Mathematical Critique of Cross-Lingual Diffusion Architectures The current state of multilingual NLP is dominated by transformer-based architectures that often treat cross-lingual alignment as a secondary optimization task. For researchers and engineers working with low-resou…
Read the full story at DEV Community — Machine Learning ↗
Timeline · 1 report
- 2026-09-21 00:00 · DEV Community — Machine Learning
# Beyond Transformers: A Mathematical Critique of Cross-Lingual Diffusion Architectures