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.

Manylion Llyfryddiaeth
Prif Awduron:	Haque, Farah Binta, Yasin, MD, Saha, Shishir, Hossain, MD Mazed
Awduron Eraill:	Sadeque, Farig Yousuf
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Deep learning Machine learning Text entailment Text summarizing Text generation Neural networks (Computer science) Natural language processing (Computer science) Computational linguistics
Mynediad Ar-lein:	http://hdl.handle.net/10361/22858

Eitemau Tebyg

Bengali text summarization using TextRank, Fuzzy C-means and aggregated scoring techniques
gan: Rahman, Alvee, et al.
Cyhoeddwyd: (2019)

Optimizing abstractive summarization with fine-tuned PEGASUS
gan: Rafi, Sadiul Arefin, et al.
Cyhoeddwyd: (2024)

An introduction to text processing /
gan: Smith, Peter D. (Peter Desmond), 1950-
Cyhoeddwyd: (1990)

Text classification using machine learning algorithms
gan: Hasnat, Fahim, et al.
Cyhoeddwyd: (2018)

BnText2Table – dataset and Text-to-Table generation in Bangla
gan: Zariyat, Tahreema Rahman, et al.
Cyhoeddwyd: (2024)

Extractive text summarization using Fuzzy-c-means clustering
gan: Gani, Shafiul
Cyhoeddwyd: (2019)

Text to speech synthesis for Bangla language
gan: Adnan, Morshed Jaman, et al.
Cyhoeddwyd: (2016)

Automatic text summarization using Gensim Word2Vec and K-Means Clustering Algorithm
gan: Haider, Mofiz Mojib, et al.
Cyhoeddwyd: (2021)

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

Shohojogi: an automated Bengali voice chat system for the banking customer services
gan: Arnab, Kabir Abdur Rahman, et al.
Cyhoeddwyd: (2023)

Text processing in Python /
gan: Mertz, David
Cyhoeddwyd: (2003)

Lovers /
gan: Goodwin, Suzanne
Cyhoeddwyd: (1988)

Bangla text classification using machine learning and deep learning techniques
gan: Salehin, Kamrus, et al.
Cyhoeddwyd: (2021)

Detection of handwritten text using convolutional neural network
gan: Jasim, Rabib Bin, et al.
Cyhoeddwyd: (2024)

Text mining of news articles to detect violation of human rights
gan: Mahmud, A M Saif, et al.
Cyhoeddwyd: (2019)

What is relevant in a text document a machine learning based approach
gan: Mahmud, Abdullah Al, et al.
Cyhoeddwyd: (2021)

Kant: Natural Science
gan: Immanuel Kant, Edited by Eric Watkins
Cyhoeddwyd: (2012)

Lectures on Anthropology
gan: Immanuel Kant, Edited and translated by Robert B. Louden, Allen W. Wood, Translated by Robert R. Clewis, G. Felicitas Munzel
Cyhoeddwyd: (2013)

Thucydides
gan: Thucydides, Edited and translated by Jeremy Mynott
Cyhoeddwyd: (2013)

René Descartes: Meditations on First Philosophy
gan: Edited by John Cottingham
Cyhoeddwyd: (2013)

Everyman's encyclopaedia /
Cyhoeddwyd: (1978)

Textbook of medicine for nurses/
gan: Hector, Winifred
Cyhoeddwyd: (1977)

Segmentation of Bangla compound characters: underlying simple character detection from handwritten compound characters
gan: Bhuiyan, Md Raihanul Islam, et al.
Cyhoeddwyd: (2024)

Locke on Toleration
gan: Edited by Richard Vernon
Cyhoeddwyd: (2012)

Bangla text extraction by digital image processing
gan: Hoque, A. K. M Rashedul, et al.
Cyhoeddwyd: (2018)

Selected stories /
gan: Kipling, Rudyard, 1865-1936
Cyhoeddwyd: (1987)

Ice-candy-man /
gan: Sidhwa, Bapsi
Cyhoeddwyd: (1989)

A father and his fate /
gan: Compton-Burnett, I. (Ivy), 1884-1969
Cyhoeddwyd: (1984)

Use of English : for the FCE axamination /
gan: Moutsou, E.
Cyhoeddwyd: (1999)

General Certificate English /
gan: Etherton, A. R. B. (Alan Roy Brian), 1922-
Cyhoeddwyd: (1994)

Multimodal emotion recognition from Speech and text using heterogeneous ensemble techniques
gan: Rafidul Islam, Sheikh Md, et al.
Cyhoeddwyd: (2022)

Sentiment analysis in Bengali Text using NLP
gan: Sarkar, Ankon, et al.
Cyhoeddwyd: (2023)

Tocqueville: The Ancien Régime and the French Revolution
gan: Edited by Jon Elster, Translated by Arthur Goldhammer
Cyhoeddwyd: (2012)

Lincoln
gan: Edited by Terence Ball
Cyhoeddwyd: (2013)

Image processing through terminal using voice and text commands
gan: Haque, Nafeem, et al.
Cyhoeddwyd: (2018)

Text normalization system for Bangla
gan: Alam, Firoj, et al.
Cyhoeddwyd: (2010)

The guest of honour /
gan: Wallage, Irving
Cyhoeddwyd: (1989)

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

Evaluating user influence in Twitter based on hashtags using data mining
gan: Neha, Maheen Absar, et al.
Cyhoeddwyd: (2018)

Reforming printing
gan: Da Costa, Alexandra