Browsing by Subject "Computational linguistics."
Now showing items 1-11 of 11
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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 ... -
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 ... -
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 ... -
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. ... -
Detecting tweet sentiment and sarcasm on online learning during covid-19
(Brac University, 2023-01)COVID-19 pandemic has created a lot of challenges for student learning and educa tion across the globe. As a result of the global increase of the state of COVID-19, numerous educational institutions in the whole world ... -
Enhancing Bangla speech recognition through acoustic and language modeling
(BRAC University, 2024-11)This work introduces the performance comparison of two deep ASR models,Wav2Vec2 and Whisper, in recognizing the Bengali language with complex linguistics, dialectal variations, and phonetic intricacies. ASR technology ... -
Into the heart of Bangla speech: advancing speech sentiment recognition with semi-supervised multimodal machine learning model leveraging an iterative SHAP-based feature selection
(Brac University, 2024-06)Automatic sentiment recognition from speech data is crucial for various applications. As AI has grown in popularity, the application of the importance of speech sentiment analysis is increasing along with the amount of ... -
Investigating the use of deep learning for textual entailment in BRACU-NLI dataset
(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 ... -
Market demand analysis using NLP in Bangla language
(Brac University, 2021-09)Product market demand analysis plays a significant role for originating business strategies due to its noticeable impact on the competitive business field. Furthermore, there are roughly 228 million native Bengali speakers, ... -
Sentiment analysis in Bengali Text using NLP
(Brac University, 2023-01)Natural Language Processing, a branch of AI, teaches computers to understand speech and text in multiple languages. Machine learning or deep learning techniques can be used to develop rule-based models of human-spoken ... -
Unveiling political rhetoric: exploring natural language processing methods to analyze political discourse
(Brac University, 2024-10)Politics has significant effects on how a country develops and how we live our daily lives, affecting things like public services, social norms, and economic policies, extending its impact to other countries. The United ...
