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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Rafi, Sadiul Arefin, Rahman, Naimur, Islam, Kazi Nazibul, Ahmad, Ha-mim
Άλλοι συγγραφείς:	Sadeque, Farig Yousuf
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2024
Θέματα:	Text summarization Transformer PEGASUS
Διαθέσιμο Online:	http://hdl.handle.net/10361/23571

Παρόμοια τεκμήρια

Bengali text summarization using TextRank, Fuzzy C-means and aggregated scoring techniques
ανά: Rahman, Alvee, κ.ά.
Έκδοση: (2019)

Automatic text summarization using Gensim Word2Vec and K-Means Clustering Algorithm
ανά: Haider, Mofiz Mojib, κ.ά.
Έκδοση: (2021)

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

BnText2Table – dataset and Text-to-Table generation in Bangla
ανά: Zariyat, Tahreema Rahman, κ.ά.
Έκδοση: (2024)

Investigating the use of deep learning for textual entailment in BRACU-NLI dataset
ανά: Haque, Farah Binta, κ.ά.
Έκδοση: (2024)

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

In Tune
ανά: Wynne

Pegasus Solutions, Inc. MarketLine Company Profile

Transformers : principles and applications /
ανά: Gebert, Kenneth L.
Έκδοση: (1974)

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

A quantum Z-transform
ανά: Sarker, Md. Sajibur Rahman
Έκδοση: (2024)

An American Tune
ανά: Shoup

Changing the Tune
ανά: Brewer

An American Tune
ανά: Shoup

Conductor-insulator quantum phase transitions

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

Lovers /
ανά: Goodwin, Suzanne
Έκδοση: (1988)

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

Sentiment analysis in Bengali Text using NLP
ανά: Sarkar, Ankon, κ.ά.
Έκδοση: (2023)

Gender equitable policy reforms in Bangladesh: The role of informal networks and practices
ανά: Sultan, Maheen, κ.ά.
Έκδοση: (2022)

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

Night mode prohibitory traffic signs detection
ανά: Biswas, Rubel, κ.ά.
Έκδοση: (2017)

ECG disease detection & feature extraction by wavelet transformation
ανά: Imam, Saif, κ.ά.
Έκδοση: (2016)

Statistical mechanics of phase transitions /
ανά: Yeomans, J. M.
Έκδοση: (1992)

Leading in complex worlds /
Έκδοση: (2012)

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

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

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

Kant: Natural Science
ανά: Immanuel Kant, Edited by Eric Watkins
Έκδοση: (2012)

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

Thucydides
ανά: Thucydides, Edited and translated by Jeremy Mynott
Έκδοση: (2013)

René Descartes: Meditations on First Philosophy
ανά: Edited by John Cottingham
Έκδοση: (2013)

Text to speech synthesis for Bangla language
ανά: Adnan, Morshed Jaman, κ.ά.
Έκδοση: (2016)

Everyman's encyclopaedia /
Έκδοση: (1978)

Textbook of medicine for nurses/
ανά: Hector, Winifred
Έκδοση: (1977)

Emotion recognition by exploiting temporal resolution of EEG signals using transformation and learning methods
ανά: Uddin, Md.Tousif, κ.ά.
Έκδοση: (2021)

Tuning the TCP congestion control parameters to optimize client-server systems
ανά: Uddin, Jia, κ.ά.
Έκδοση: (2016)

Skew angle detection of bangla script using radon transform
ανά: Habib, S. M. Murtoza, κ.ά.
Έκδοση: (2010)

Acceptance of digital transformation in financial sector of Bangladesh
ανά: Tasneem, Nishat
Έκδοση: (2017)

Locke on Toleration
ανά: Edited by Richard Vernon
Έκδοση: (2012)