الفهرس 
CHAPTER 1 INTRODUCTIONOnly 14 pages are availabe for public view
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Abstract
The evolution of programming languages over the past few years has been enormous and impressive. These developments are making programming languages simple for beginners to learn and comprehend. It also increases the experience of software developers. Most experi-enced software engineers also find it difficult to understand written code in a specific language like Java or Python that has no comments describing the code functionality. Considering this, the thesis has introduced a novel approach that has been used to solve various issues in code translation. This approach is based on creating vectors for all the Java method’s keywords and identifiers. The approach is known as pre-trained embedding. It entails preparing the word em-bedding using the ”Splitting Merging” technique.