Optimizing abstractive summarization with fine-tuned PEGASUS

Optimizing abstractive summarization with fine-tuned PEGASUS

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

Manylion Llyfryddiaeth
Prif Awduron:	Rafi, Sadiul Arefin, Rahman, Naimur, Islam, Kazi Nazibul, Ahmad, Ha-mim
Awduron Eraill:	Sadeque, Farig Yousuf
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Text summarization Transformer PEGASUS
Mynediad Ar-lein:	http://hdl.handle.net/10361/23571

Eitemau Tebyg

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

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

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

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

Investigating the use of deep learning for textual entailment in BRACU-NLI dataset
gan: Haque, Farah Binta, et al.
Cyhoeddwyd: (2024)

Schaum's outline of theory and problems of Laplace transforms /
gan: Spiegel, Murray R.
Cyhoeddwyd: (1965)

In Tune
gan: Wynne

Pegasus Solutions, Inc. MarketLine Company Profile

Transformers : principles and applications /
gan: Gebert, Kenneth L.
Cyhoeddwyd: (1974)

Schaum's outline of thoery and problems of laplace transforms /
gan: Spiegel,Murray R.
Cyhoeddwyd: (1986)

A quantum Z-transform
gan: Sarker, Md. Sajibur Rahman
Cyhoeddwyd: (2024)

An American Tune
gan: Shoup

Changing the Tune
gan: Brewer

An American Tune
gan: Shoup

Conductor-insulator quantum phase transitions

Digital transformation: new era of HR in perspective of Bata
gan: Nabila, Zannat Zohora
Cyhoeddwyd: (2017)

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

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

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

Gender equitable policy reforms in Bangladesh: The role of informal networks and practices
gan: Sultan, Maheen, et al.
Cyhoeddwyd: (2022)

Transgenic tomato (Solanum lycopersicum Mill.) regeneration by comparing different transformation techniques
gan: Datta, Anamika
Cyhoeddwyd: (2015)

Night mode prohibitory traffic signs detection
gan: Biswas, Rubel, et al.
Cyhoeddwyd: (2017)

ECG disease detection & feature extraction by wavelet transformation
gan: Imam, Saif, et al.
Cyhoeddwyd: (2016)

Statistical mechanics of phase transitions /
gan: Yeomans, J. M.
Cyhoeddwyd: (1992)

Leading in complex worlds /
Cyhoeddwyd: (2012)

Automated model to rank candidates for a job position based on data extracted from LinkedIn profiles
gan: Nadia, Mouri Hoque
Cyhoeddwyd: (2024)

Curious learner: a generative neuro-symbolic approach for function execution & illustration using natural language
gan: Joaa, A.F.M. Mohimenul
Cyhoeddwyd: (2024)

Tuned in : uncover the extraordinary opportunities that lead to business breakthroughs /
gan: Stull, Craig
Cyhoeddwyd: (2008)

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)

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

Everyman's encyclopaedia /
Cyhoeddwyd: (1978)

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

Emotion recognition by exploiting temporal resolution of EEG signals using transformation and learning methods
gan: Uddin, Md.Tousif, et al.
Cyhoeddwyd: (2021)

Tuning the TCP congestion control parameters to optimize client-server systems
gan: Uddin, Jia, et al.
Cyhoeddwyd: (2016)

Skew angle detection of bangla script using radon transform
gan: Habib, S. M. Murtoza, et al.
Cyhoeddwyd: (2010)

Acceptance of digital transformation in financial sector of Bangladesh
gan: Tasneem, Nishat
Cyhoeddwyd: (2017)

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