Browsing by Subject "NLP"
Now showing items 1-20 of 39
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An advanced hospital rating system using machine learning and natural language processing
(Brac University, 2023-05)Bangladesh is the host of 255 public and 4,452 private hospitals. Unfortunately, there is no reliable metric or resource available online to determine which hospital is better. Patients and their peers often find it ... -
Advancing legal accessibility in Bangladesh through AI-powered assistance and natural language interfaces
(BRAC University, 2024-10)In a country where laws and regulations are as difficult to understand as the cases they govern, the path to justice is anything but straightforward. For many in Bangladesh, the legal system’s complexity acts as a ... -
Advancing sentiment classification in Bangla text: an enhanced BERT approach on the SentNoB dataset
(BRAC University, 2024-10)Since social media has entered into our lives, it has set the scene for unmatched online communication and information sharing for a significant amount of time. These platforms enable people to share their thoughts, ... -
Affective social anthropomorphic intelligent system
(Brac University, 2021-01)At present, intelligent virtual assistants (IVA) are not only about delivering the functionalities and increasing their performances; they also need a socially interactive personality. As human conversational styles are ... -
An AI and NLP approach for detecting grooming behavior
(BRAC University, 2024)"Grooming children on social media is a dangerous side effect of modern internet era. AI models, specially NLP have the potential to play a critical role in detecting grooming behavior. Even though, there have been studies ... -
Analyzing and predicting trends in contemporary social discourse through hashtag campaigns
(BRAC University, 2024-10)In the current landscape of social media, hashtags play a significant observable role in boosting the movement of information across a diverse range of fields and people. This research aims to identify and then examine ... -
Analyzing CV/resume using natural language processing and machine learning
(BRAC University, 2017)This paper proposes a model of extracting important information from the semi-structured text format in a curriculum vitae or resume and ranking it according to the preference of the associated company and requirements. ... -
An approach to detecting fake and misleading content on YouTube for the older generation in Bangladesh, using HCI and multilingual NLP models
(Brac University, 2024-10)The rapid advancement of digital technologies has dramatically impacted how people access information and connect globally. However, this revolution presents specific challenges, especially for the older generation, who ... -
Automated model to rank candidates for a job position based on data extracted from LinkedIn profiles
(Brac University, 2023-01)Recruitment process has become very crucial in the vast job market and being able to recruit effectively is a challenge. This is because, there is a scarcity of suitable candidates for any particular job opening. Moreover, ... -
Automatic text summarization using Gensim Word2Vec and K-Means Clustering Algorithm
(Brac University, 2020-04)The significance of text summarization in the Natural Language Processing (NLP) community has now expanded because of the staggering increase in virtual textual materials. Text summary is the process created from one or ... -
Automation requirements engineering using machine learning
(Brac University, 2021-09)Machine learning algorithms help to automate the process in many di erent problem domains. In the eld of Software engineering. Requirement engineering is one of the rst stages of software development. This research ... -
AVCL: Audio Video clustering for learning Conversation labeling using Neural Network and NLP
(Brac University, 2022-01)Audiovisual data is the most extensively used and abundantly distributed type of data on the internet in today’s information and communication age. However, the necessary audiovisual data is challenging to retrieve because ... -
Bengali sentiment analysis based on product reviews: unveiling consumer voices
(BRAC University, 2024)"These days, customers are more keen to buy products online rather than going to a shop or market. However, they often fear about the quality of products, as there is no way to measure them before buying them. As a result, ... -
Conversational AI for companionship
(Brac University, 2022-05)The conversational style of a human is estimated by humor, personality, voice tone, etc. These characteristics are necessary for virtual assistants that are artificially intelligent for conversation. This research ... -
Cyberbullying and toxic language detection on social media for Bangla language
(BRAC University, 2024-05)As more people use social media, toxic language and cyberbullying become more common with the Bengali-speaking community particularly. The complexity of Bangla text data makes it difficult for traditional natural language ... -
Detecting self-esteem level and depressive indication due to different parenting style using supervised learning techniques
(Brac University, 2022-05)Uprising a child is a psychological construct of parents, which is a combination of factors that evolves over time with the growth and development of the child. Parent ing style represents a set of strategies that have ... -
An efficient handwritten Bangla character recognition system using computer vision and natural language processing
(Brac University, 2023-09)An efficient handwritten character recognition system for an alpha-syllabary language like Bangla has always been a challenging issue. Despite being in demand, the number of papers being conducted on this was very ... -
Encrypting sentiments: a study on integrating encryption module with NLP pipeline to analyze emotions while ensuring security
(Brac University, 2024-10)This research delves into the critical role of encryption in Natural Language Processing (NLP), emphasizing its significance as an emergency text platform, akin to a text-based emergency broadcast service. The study ... -
Examining lexical and grammatical difficulties in Bengali language using NLP with machine learning
(Brac University, 2021-01)Speech is the most relevant form of communication between individuals whereas computer systems use basic form of text or images Speech synthesis deals with the artificial production of speech, and a Speech-to-Text (STT) ... -
FakeDetect: Bangla fake news detection model based on different machine learning classifiers
(Brac University, 2021-06)Information is power although fake information can have severe consequences when it gets viral. Living in the era of social media is like always getting influenced by the news of the online world even though it is fake. ...
