331 citations
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6 papers · 1 filter
Towards Developing a Multimodal Chat Assistant for University Stakeholders: RAG-based Approach
Md Abu Hanif Shaikh, Abdullah Al Shafi
University stakeholders often face difficulties in accessing timely and reliable information, especially in developing countries, where there are very few intelligent support syste…
Bridging the Gap in Bangla Healthcare: Machine Learning Based Disease Prediction Using a Symptoms-Disease Dataset
Rowzatul Zannat, Abdullah Al Shafi, Abdul Muntakim
Increased access to reliable health information is essential for non-English-speaking populations, yet resources in Bangla for disease prediction remain limited. This study address…
A hybrid transformer and attention based recurrent neural network for robust and interpretable sentiment analysis of tweets
Md Abrar Jahin, Md Sakib Hossain Shovon, M. F. Mridha +2
Sentiment analysis is crucial for understanding public opinion and consumer behavior. Existing models face challenges with linguistic diversity, generalizability, and explainabilit…
A Natural Language Processing-Based Classification and Mode-Based Ranking of Musculoskeletal Disorder Risk Factors
Md Abrar Jahin, Subrata Talapatra
This research delves into Musculoskeletal Disorder (MSD) risk factors, using a blend of Natural Language Processing (NLP) and mode-based ranking. The aim is to refine understanding…
Bangla Natural Language Processing: A Comprehensive Analysis of Classical, Machine Learning, and Deep Learning Based Methods
Ovishake Sen, Mohtasim Fuad, MD. Nazrul Islam +8
The Bangla language is the seventh most spoken language, with 265 million native and non-native speakers worldwide. However, English is the predominant language for online resource…
Recognizing Bangla Grammar using Predictive Parser
K. M. Azharul Hasan, Al-Mahmud, Amit Mondal +1
We describe a Context Free Grammar (CFG) for Bangla language and hence we propose a Bangla parser based on the grammar. Our approach is very much general to apply in Bangla Sentenc…