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picture1_Python Pdf 185602 | Neurips 2020 Unsupervised Translation Of Programming Languages Paper


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 135x       Filetype PDF       File size 0.43 MB       Source: proceedings.neurips.cc


File: Python Pdf 185602 | Neurips 2020 Unsupervised Translation Of Programming Languages Paper
UnsupervisedTranslationofProgrammingLanguages * Baptiste Roziere Marie-AnneLachaux LowikChanussot Facebook AI Research Facebook AI Research Facebook AI Research Paris-Dauphine University malachaux@fb.com lowik@fb.com broz@fb.com GuillaumeLample Facebook AI Research glample@fb.com Abstract ...

icon picture PDF Filetype PDF | Posted on 01 Feb 2023 | 2 years ago

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...Unsupervisedtranslationofprogramminglanguages baptiste roziere marie annelachaux lowikchanussot facebook ai research paris dauphine university malachaux fb com lowik broz guillaumelample glample abstract atranscompiler alsoknownassource to sourcetranslator isasystemthatconverts source code from a high level programming language such as c or python another transcompilers are primarily used for interoperability and port codebases written in an obsolete deprecated e g cobol modern one they typically rely on handcrafted rewrite rules applied the syntax tree unfortunately resulting translations often lack readability fail respect target conventions require manual modications order work properly overall translation process is time consuming requires expertise both languages making projects expensive although neural models signicantly outper form their rule based counterparts context of natural applications transcompilation have been limited due scarcity paral lel data this domain paper we pr...
								

							

						
	
												
				
					
					
					
			
					
				
				
		
	

	
		





	

	
				

						

						
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Posted on: 01 Feb 2023 | 2 years ago
										
										
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Filetype: PDF
										
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