Browsing by Subject "Natural language processing"
Now showing items 1-20 of 39
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Analyzing Schizophrenic-prone text from social media content: a novel approach through ML and NLP
(Brac University, 2024-01)Schizophrenia is one of the destructive personality disorders where people have unusual interpretations of reality and are lured to develop harmful actions if not diagnosed promptly. This study focuses on identifying ... -
Automated essay scoring for Bangla
(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
(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
(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)
(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 ... -
Automatic subtitle generation for Bengali multimedia using deep learning
(Brac University, 2023-09)For audio or video material to be more inclusive and accessible, automatic subtitle generation is essential. Nevertheless, implementing this technology into Bengali presents significant challenges due to scarce resources ... -
BWN- A software platform for developing Bengali wordnet
(BRAC University, 2008)Advanced Natural Language Processing (NLP) applications are increasingly dependent on the availability of linguistic resources, ranging from digital lexica to rich tagged and annotated corpora. While these resources are ... -
A comprehensive NLP-based voice assistant system for streamlined information retrieval in metro rail services of Bangladesh
(Brac University, 2024-01)Bangladesh’s capital city Dhaka is served by the Dhaka Metro Rail. A metro-rail based rapid transit system is considered one of the important technologies that may decrease the working-hour wasting issue in a developed ... -
Computational analysis and detection of Bengali communal violent speech
(Brac University, 2024-06)Communal violence is intensified by the widespread use of cyber hate, leading to aggression and increased conflicts among different religious, ethnic, and social groups, creating a barrier to social harmony. This research ... -
Computer assisted learning dictionary for rural students
(BRAC Univeristy, 2018-05)It is observed that rural students (the target demography) are falling far behind in the countrywide standard tests like SSC and HSC. As high as up to 80% of students from rural areas are failing in national English ... -
A conceptual framework for analyzing critical cactors of PDS learning experience and PDE employment experience
(Brac University, 2023-12)This study aims to examine the relationship and status of education and employment for people with disabilities in Bangladesh. The study employs a mixed-methods approach, including a survey of people with disabilities ... -
Curious learner: a generative neuro-symbolic approach for function execution & illustration using natural language
(Brac University, 2024-02)Generative models possess immense potential, but their ability to perform complex calculations is limited by the need to memorize vast amounts of data, leading to computational inefficiencies. Leveraging tools like the ... -
Customer service bot for a travel agency using natural language processing
(Brac University, 2024-06)Traveling isn’t new in the human race. Modern humans began migrating from Africa 70,000 to 50,000 years earlier. Again, modern tourism started in the 17th century in Western Europe and till today, humans didn’t stop and ... -
Deep learning approaches for Bengali cyberbullying cetection on social media: a comparative study of BiLSTM, BiGRU and BERT models
(Brac University, 2023-09)As technology becomes more accessible, it is now much easier than ever to abuse someone by misusing it. Usually, people use slang or absurd language with the goal of bullying, harassing, and harming someone by using ... -
Detecting sarcasm in Bengali comments using NLP
(Brac University, 2023-01)Natural Language Processing (NLP) is a subset of Machine Learning which resides at the intersection of Linguistics and Computer Science. It deals with the capability of computers to learn and work with human languages. ... -
Emotion detection for Bangla language
(Brac University, 2024-01)This project aims to identify emotions and generate Bangla-language emojis. Emojis have become essential to digital communication, transcending language borders and improving textual exchanges. This study identifies ... -
Enhancing Bangla video comprehension through multimodal feature integration and attention-based encoder-decoder captioning models for single-action videos
(Brac University, 2024-05)Video understanding and description have an important role to play in the field of computer vision and natural language processing. The capacity of automatically generating natural language descriptions for video content ... -
Extracting information from social media platform for early detection of depression among individuals
(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 ... -
Feature unification for morphological parsing in Bangla
(BRAC University, 2004)This paper describes a Feature Unification Based Word Grammar model for the morphological parsing of Bangla words. While normal morphological parsing strategy is adequate to decompose a word into morphemes, it is not able ... -
Identifying hate speech of Bangla language text using natural language processing
(Brac University, 2024-01)In this era of the internet, sharing information through social media has provided significant benefits to humans. People can easily access and observe others’ lifestyles and work, as well as make comments or share ...
