Browsing Department of Computer Science and Engineering (CSE) by Author "Sadeque, Farig Yousuf"
Now showing items 1-15 of 15
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Automated essay scoring for Bangla
Mahjabin, Rubayet; Farzana, Shaoli; Zerin, Nishat; Chowdhury, Sameer Sadman; Hossain, Ishmam (Brac University, 2024-01)Grading papers is one of the most basic everyday tasks carried out in various manners, but the element of complexity always manages to find its way. It is a rigorous task to grade hundreds of papers. Still, the concept ... -
Automated image caption generator in Bangla using multimodal learning
Rodoshi, Mashiat Hasin; Ahmed, Moin Uddin; Ashraf, Md. Sobhan; Mim, Md. Galib Hasan; Khanam, Ashfia (Brac University, 2023-01)Experiencing an image on-screen is a privilege that we often seem not to care about. A visually impaired person does not have that luxury. A system that can automatically produce closed captions of an image can thus help ... -
Automated reference validation for scholarly publications using NLP
Khan, A S M Nasim; Khan, Mohammad Nasif Sadique; Howlader, MD. Adnan; Roy, Ayan (Brac University, 2024-01)Accurate references in scholarly publications are a crucial aspect of scientific writing. The manual validation of references can be a time-consuming and error-prone process. This research introduces an updated version ... -
Automatic question & answer generation using generative Large Language Model (LLM)
Hasan, A.S.M Mehedi; Ehsan, Md. Alvee; Shahnoor, Kefaya Benta; Tasneem, Syeda Sumaiya (Brac University, 2024-01)In the realm of education, student evaluation holds equal significance as imparting knowledge. To be evaluated, students usually need to go through text-based academic assessment methods. Instructors need to make diverse ... -
BnClinical-Sum: benchmarking datasets for Bangla long & short clinical dialogue summarization
Adib, Quazi Adibur Rahman; Alam, Sanjana Binte (Brac University, 2024-01)Despite significant improvements in the general-purpose text summarization task in the past decade, clinical conversion summarization is going through a tough time due to a lack of initiative to provide open-source ... -
A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
Ahmed, Istiak; Prima, Shanzida Binta Akram; Baptee, Tahsin Anzum; Afroz, Mehrin; Shanto, Ariful Islam (Brac University, 2023-04)Nowadays, social networking sites like Facebook and Twitter have become an sig- nificant impact on our lives . We use such sites to remain in touch with one another and as a source of news to stay informed about current ... -
Doodle2Clothing : a clothing design recognition and searching model from a doodle drawing
Ani, MD Fahim Afridi; Palak, Asif Zubayer; Dip, Shaikh Atisha Rahbath; Pramanik, Arnab; Medha, Tayaba Amin (Brac University, 2024-01)In recent years, pattern recognition has made significant progress; as computers can now identify and classify patterns of objects from various types of visual sources. These substantial forward strides in image and ... -
Extracting information from social media platform for early detection of depression among individuals
Noman, Mirza Abdullah Al; Khan, Waleed Bin Habib; Chowdhuruy, Pratick Roy (Brac University, 2023-05)In our world, 3.8% of the total population is suffering from depression and it is the fourth major cause of death in 15-29 year olds. It is estimated that more than 75% of people suffering from it in low and middle income ... -
Investigating the use of deep learning for textual entailment in BRACU-NLI dataset
Haque, Farah Binta; Yasin, MD; Saha, Shishir; Hossain, MD Mazed (Brac University, 2024-01)This work aims to analyze the potential of deep neural models for text-based entailment in Bangla Language. Entailment is the method of determining whether one text infers or goes against another text. The study concentrates ... -
Mitigation of hallucination and interpretations of self attention of Mistral 7B AI to analyze and visualize context understanding ability of large language models
Taki, S.M. Abrar Mustakim; Kar, Showmick; Niloy, Soumik Deb; Rakib, Mazharul Islam; Biswas, Abdullah Al Nahid (Brac University, 2024-01)In recent years, Large Language Models(LLM) have shown excellent performance in a variety of Natural Language Processing tasks. However, they often produce hallucinated content. Contents that are seemingly correct and ... -
Parking data analysis
Ahamed, Kasfi; Haque, Fardin; Rasheed, Ahnaf Ar; Rahman, Md. Arban (Brac University, 2023-03)Car parking is a hassle for everyone in one word, but when it is in a country where population is an issue, parking problems can easily stress someone out. Car parking is a key contributor to traffic congestion and has ... -
Predicting obesity: a comparative analysis of machine learning models incorporating different features
Rahman, Md.Sakibur; Ahmed, Kaosar; Nafis, Tanvir Alam; Hossain, Md. Ridwan; Majumder, Swapnil (Brac University, 2023-05)Obesity, the excessive accumulation of body fat, is a significant health risk associated with various detrimental impacts, including the development of chronic diseases, metabolic abnormalities, joint problems, sleep ... -
Quality assessment of extracted information from newspaper comment sections using natural language processing
Deb, Arnob; Islam, Maidul; Hossain, Sadab Sifar; Alam, Farjana (Brac University, 2024-01)Newspaper comment section– where readers can leave their opinions– can be an excellent source of information embellishment if used properly. Although there is a risk of fake news and misinformation being spread through ... -
Research on the latest trends in Bangla named entity recognition
Farhan, Niloy; Joy, Saman Sarker; Mannan, Tafseer Binte (Brac University, 2023-05)Named Entity Recognition (NER) is a sub-task of Natural Language Processing (NLP) that distinguishes entities from unorganized text into predefined categorization. In recent years, a lot of Bangla NLP subtasks have received ... -
A study on the efficacy of natural language generation techniques for similar writing personalities
Anwar, Ahmed; Tanzir, Hasan Mohammod; Hosain, Abdul Halim; Islam, Taslima; Raya, Nusrat Zaman (Brac University, 2024-01)Over the past two decades, the domain of Natural Language Processing has undergone a remarkable transformation enabling machines to generate text, summarize content, paraphrase and analyze sentiment. The captivating idea ...