English-to-Bangla Language Translation: A Comparative Study of GPT-3 and Attention-Based Encoder Decoder

Kaysar, Md Nadim; Khaleque, Taskin; Biswas, Ripon; Mazumder, Mahjabin Namira; Hossain, Elias

dc.contributor.author	Kaysar, Md Nadim
dc.contributor.author	Khaleque, Taskin
dc.contributor.author	Biswas, Ripon
dc.contributor.author	Mazumder, Mahjabin Namira
dc.contributor.author	Hossain, Elias
dc.date.accessioned	2025-11-17T03:54:14Z
dc.date.available	2025-11-17T03:54:14Z
dc.date.issued	2024-07-27
dc.identifier.uri	http://dspace.daffodilvarsity.edu.bd:8080/handle/123456789/15701
dc.description	Conference paper	en_US
dc.description.abstract	This study is designed as a sequence-to-sequence neural network and GPT-3 for English-to-Bangla machine translation. Here, we have analyzed the results in different ways in this study: The first one is embedding-based analysis with Pearson and Spearman correlation and a maximum of 77% similarity between actual and expected sentences has been achieved, the second one is BLEU score, and the third is the human analysis and a comparatively acceptable score has been obtained. We also obtained a 0.85 BLEU score in this study, and we found 93% accuracy of the generated translation output by using the human-based subjective score.	en_US
dc.language.iso	en_US	en_US
dc.publisher	Scopus	en_US
dc.subject	Sequence-to-sequence	en_US
dc.subject	neural network	en_US
dc.subject	GPT-3	en_US
dc.subject	English-to-Bangla translation	en_US
dc.title	English-to-Bangla Language Translation: A Comparative Study of GPT-3 and Attention-Based Encoder Decoder	en_US
dc.type	Other	en_US