Towards santali linguistic inclusion: building the first Santali-to-English translation model using mT5 transformer and data augmentation

Towards santali linguistic inclusion: building the first Santali-to-English translation model using mT5 transformer and data augmentation

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

Bibliografiske detaljer
Main Authors:	Billah, Syed Mohammed Mostaque, Subarna, Ateya Ahmed, Sarna, Sudipta Nandi, Wasit, Ahmad Shawkat, Shawkat, Ahmad
Andre forfattere:	Sadeque, Farig Yousuf
Format:	Thesis
Sprog:	English
Udgivet:	Brac University 2024
Fag:	Parallel corpus Machine translation Neural Machine Translation Low resource language Aligner Computer lingiustics
Online adgang:	http://hdl.handle.net/10361/23605

Lignende værker

Bangla grammar and spelling check using machine learning
af: Ahmed, Foysal, et al.
Udgivet: (2023)

Predicting peak performance of a cricket player using machine learning and data analytics
af: Azam, Akif, et al.
Udgivet: (2023)

Deep learning based arrhythmia classification on low-cost and low-compute MCU
af: Zishan, Md Abu Obaida, et al.
Udgivet: (2023)

Javier Marías's debt to translation
af: Wood, Gareth

Independent study Report : Improving example based English to Bengali machine translation using WordNet
af: Salam, Khan Md. Anwarus
Udgivet: (2010)

Example based English to Bengali machine translation
af: Salam, Khan Md. Anwarus
Udgivet: (2010)

Supplier performance management : vendors based in Bangladesh
af: Anis, Mukit
Udgivet: (2015)

Why translation matters /
af: Grossman, Edith, 1936-
Udgivet: (2010)

The horizon of translation studies /
af: Das, Bijay Kumar
Udgivet: (1998)

Translation studies /
af: Bassnett, Susan
Udgivet: (2002)

Internship experience as a newsroom editor and translator at Independent Television
af: Akhter, Umme Sabira
Udgivet: (2022)

An Architecture for M2M Communications over Cellular Networks Using Clustering and Hybrid TDMA-NOMA
af: Rozario, Anthonya Barsha
Udgivet: (2021)

Translation and creativity /
af: Malmkjær, Kirsten
Udgivet: (2019)

Translation : an advanced resource book /
af: Hatim, B. (Basil), 1947-
Udgivet: (2004)

Laxdaela Saga;
Udgivet: (1969)

In other words : a coursebook on translation /
af: Baker, Mona
Udgivet: (2018)

A handbook of translation studies /
af: Das, Bijay Kumar
Udgivet: (2005)

Nana /
af: Zola, Emile
Udgivet: (2002)

Parallel computer architecture : a hardware/software approach /
af: Culler, David E.
Udgivet: (1999)

Parallel programming : techniques and applications using networked workstations and parallel computers /
af: Wilkinson, Barry
Udgivet: (2005)

Principles of parallel programming /
af: Lin, Yun Calvin
Udgivet: (2010)

Parallel algorithms /
af: Casanova, Henri
Udgivet: (2009)

Translation studies : exploring identities /
Udgivet: (2015)

Translating words to images: adaptation in practice
af: Samiha, Maisha
Udgivet: (2018)

Politically incorrect poems /
af: Rahman, Nadeem
Udgivet: (2004)

Forest in Cloud /
af: Maudud,Hasna Jasimuddin
Udgivet: (2006)

Introduction to Rumanian literature.
af: Steinberg, Jacob
Udgivet: (1966)

Selected political poems /
af: Rahman, Shamsur
Udgivet: (1999)

Theories of translation : an anthology of essays from Dryden to Derrida /
Udgivet: (1992)

Aranyak = Of the forest /
af: Bandyopādhyāẏa, Bibhūtibhūshaṇa, 1896?-1950
Udgivet: (2002)

Bubbles of psyche /
af: Karmakar, Baby Rani
Udgivet: (2005)

Rough edges /
af: Jahan, Sabahat, 1977-
Udgivet: (2006)

Time of my life /
af: Rubana
Udgivet: (2006)

Thinking translation : a course in translation method, French-English /
af: Hervey, Sándor G. J.
Udgivet: (1992)

Greek literature ; an anthology : translations from Greek prose and poetry /
Udgivet: (1990)

Translation as discovery and other essays on Indian literature in English translation /
af: Mukherjee, Sujit
Udgivet: (1981)

Fugitive colours /
af: Hossain, Selina, 1947-
Udgivet: (2010)

The escape and other stories of 1947 /
Udgivet: (2000)

The emperor's ring : the further adventures of Feluda /
af: Ray, Satyajit, 1921-1992
Udgivet: (1993)

The collected poems of Shahid Suhrawardy /
af: Suhrawardy, Shahid, 1890-1965
Udgivet: (2012)