Pushdown automata in statistical machine translation (2014)
Summary
The article examines the use of pushdown automata concepts within statistical machine translation, bridging formal automata theory with data-driven NLP approaches. It discusses how stack-based representations can capture hierarchical linguistic structures in MT and considers implications for decoding efficiency and translation quality.