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picture1_Language Pdf 101367 | Mts21 E M Nmt


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 87x       Filetype PDF       File size 0.33 MB       Source: www.cse.iitb.ac.in


File: Language Pdf 101367 | Mts21 E M Nmt
Neural Machine Translation in Low-Resource Setting: a Case Study in English-Marathi Pair Aakash Banerjee abanerjee@cse.iitb.ac.in Aditya Jain adityajainiitb@cse.iitb.ac.in Shivam Mhaskar shivammhaskar@cse.iitb.ac.in ...

icon picture PDF Filetype PDF | Posted on 22 Sep 2022 | 2 years ago

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...Neural machine translation in low resource setting a case study english marathi pair aakash banerjee abanerjee cse iitb ac aditya jain adityajainiitb shivam mhaskar shivammhaskar sourabh deoghare sourabhdeoghare aman sehgal iiml org pushpak bhattacharyya pb department of computer science and engineering iit bombay india abstract this paper we explore different techniques overcoming the challenges nmt specifically focusing on systems require large amount parallel corpora to obtain good quality translations try mitigate problem by augmenting or using transfer learning such as phrase table injection pti back mixing language are used for enhancing data whereas pivoting multilingual embeddings leverage hindi comes assisting compared baseline transformer model significant improvement trend bleu score is observed across various wehavedoneextensivemanual automaticandqualitative evaluation our since mt today post editing measuring human effort reduction her have given preliminary observations e...
								

							

						
	
												
				
					
					
					
			
					
				
				
		
	

	
		





	

	
				

						

						
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										Category:  Uncategorized / Uncategorized 
										
Posted on: 22 Sep 2022 | 2 years ago
										
										
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