Investigating the use of deep learning for textual entailment in BRACU-NLI dataset

Investigating the use of deep learning for textual entailment in BRACU-NLI dataset

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2024.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Haque, Farah Binta, Yasin, MD, Saha, Shishir, Hossain, MD Mazed
Rannpháirtithe:	Sadeque, Farig Yousuf
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2024
Ábhair:	Deep learning Machine learning Text entailment Text summarizing Text generation Neural networks (Computer science) Natural language processing (Computer science) Computational linguistics
Rochtain ar líne:	http://hdl.handle.net/10361/22858

Míreanna comhchosúla

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de réir: Rahman, Alvee, et al.
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Optimizing abstractive summarization with fine-tuned PEGASUS
de réir: Rafi, Sadiul Arefin, et al.
Foilsithe / Cruthaithe: (2024)

An introduction to text processing /
de réir: Smith, Peter D. (Peter Desmond), 1950-
Foilsithe / Cruthaithe: (1990)

Text classification using machine learning algorithms
de réir: Hasnat, Fahim, et al.
Foilsithe / Cruthaithe: (2018)

BnText2Table – dataset and Text-to-Table generation in Bangla
de réir: Zariyat, Tahreema Rahman, et al.
Foilsithe / Cruthaithe: (2024)

Extractive text summarization using Fuzzy-c-means clustering
de réir: Gani, Shafiul
Foilsithe / Cruthaithe: (2019)

Text to speech synthesis for Bangla language
de réir: Adnan, Morshed Jaman, et al.
Foilsithe / Cruthaithe: (2016)

Automatic text summarization using Gensim Word2Vec and K-Means Clustering Algorithm
de réir: Haider, Mofiz Mojib, et al.
Foilsithe / Cruthaithe: (2021)

Deep learning approaches for Bengali cyberbullying cetection on social media: a comparative study of BiLSTM, BiGRU and BERT models
de réir: Fahim, Kaji Mehedi Hasan, et al.
Foilsithe / Cruthaithe: (2024)

Shohojogi: an automated Bengali voice chat system for the banking customer services
de réir: Arnab, Kabir Abdur Rahman, et al.
Foilsithe / Cruthaithe: (2023)

Text processing in Python /
de réir: Mertz, David
Foilsithe / Cruthaithe: (2003)

Lovers /
de réir: Goodwin, Suzanne
Foilsithe / Cruthaithe: (1988)

Bangla text classification using machine learning and deep learning techniques
de réir: Salehin, Kamrus, et al.
Foilsithe / Cruthaithe: (2021)

Detection of handwritten text using convolutional neural network
de réir: Jasim, Rabib Bin, et al.
Foilsithe / Cruthaithe: (2024)

Text mining of news articles to detect violation of human rights
de réir: Mahmud, A M Saif, et al.
Foilsithe / Cruthaithe: (2019)

What is relevant in a text document a machine learning based approach
de réir: Mahmud, Abdullah Al, et al.
Foilsithe / Cruthaithe: (2021)

Kant: Natural Science
de réir: Immanuel Kant, Edited by Eric Watkins
Foilsithe / Cruthaithe: (2012)

Lectures on Anthropology
de réir: Immanuel Kant, Edited and translated by Robert B. Louden, Allen W. Wood, Translated by Robert R. Clewis, G. Felicitas Munzel
Foilsithe / Cruthaithe: (2013)

Thucydides
de réir: Thucydides, Edited and translated by Jeremy Mynott
Foilsithe / Cruthaithe: (2013)

René Descartes: Meditations on First Philosophy
de réir: Edited by John Cottingham
Foilsithe / Cruthaithe: (2013)

Everyman's encyclopaedia /
Foilsithe / Cruthaithe: (1978)

Textbook of medicine for nurses/
de réir: Hector, Winifred
Foilsithe / Cruthaithe: (1977)

Segmentation of Bangla compound characters: underlying simple character detection from handwritten compound characters
de réir: Bhuiyan, Md Raihanul Islam, et al.
Foilsithe / Cruthaithe: (2024)

Locke on Toleration
de réir: Edited by Richard Vernon
Foilsithe / Cruthaithe: (2012)

Bangla text extraction by digital image processing
de réir: Hoque, A. K. M Rashedul, et al.
Foilsithe / Cruthaithe: (2018)

Selected stories /
de réir: Kipling, Rudyard, 1865-1936
Foilsithe / Cruthaithe: (1987)

Ice-candy-man /
de réir: Sidhwa, Bapsi
Foilsithe / Cruthaithe: (1989)

A father and his fate /
de réir: Compton-Burnett, I. (Ivy), 1884-1969
Foilsithe / Cruthaithe: (1984)

Use of English : for the FCE axamination /
de réir: Moutsou, E.
Foilsithe / Cruthaithe: (1999)

General Certificate English /
de réir: Etherton, A. R. B. (Alan Roy Brian), 1922-
Foilsithe / Cruthaithe: (1994)

Multimodal emotion recognition from Speech and text using heterogeneous ensemble techniques
de réir: Rafidul Islam, Sheikh Md, et al.
Foilsithe / Cruthaithe: (2022)

Sentiment analysis in Bengali Text using NLP
de réir: Sarkar, Ankon, et al.
Foilsithe / Cruthaithe: (2023)

Tocqueville: The Ancien Régime and the French Revolution
de réir: Edited by Jon Elster, Translated by Arthur Goldhammer
Foilsithe / Cruthaithe: (2012)

Lincoln
de réir: Edited by Terence Ball
Foilsithe / Cruthaithe: (2013)

Image processing through terminal using voice and text commands
de réir: Haque, Nafeem, et al.
Foilsithe / Cruthaithe: (2018)

Text normalization system for Bangla
de réir: Alam, Firoj, et al.
Foilsithe / Cruthaithe: (2010)

The guest of honour /
de réir: Wallage, Irving
Foilsithe / Cruthaithe: (1989)

Practical natural language processing : a comprehensive guide to building real-world NLP systems /
de réir: Vajjala, Sowmya, et al.
Foilsithe / Cruthaithe: (2020)

Evaluating user influence in Twitter based on hashtags using data mining
de réir: Neha, Maheen Absar, et al.
Foilsithe / Cruthaithe: (2018)

Reforming printing
de réir: Da Costa, Alexandra