Nahid Hossain

• MSc in Computer Science and Engineering
• Professor (Assistant) at United International University

The purpose of the Bangla grammatical error correction task is to spontaneously identify and correct syntactic, morphological, semantic, and punctuation mistakes in written Bangla text using computational models, ultimately enhancing language precision and eloquence. The significance of the task encompasses bolstering linguistic acumen, fostering e...

Spelling error correction is the task of identifying and rectifying misspelled words in texts. It is a potential and active research topic in Natural Language Processing because of numerous applications in human language understanding. The phonetically or visually similar yet semantically distinct characters make it an arduous task in any language....

While humans as a whole do live longer nowadays than ever before, we now suffer certain illnesses to a degree never seen in the past-including rising rates of Diabetes, Hypertension, Hypotension, Cholesterol imbalance, obesity and, ailments such as fever. People around the world are preemptively seeking medical advices on how to live a healthy life...

Text mining is the procedure of exploring large unorganized text data. Due to the availability of numerous amounts of text data through online blogs, newspapers and other media, text classification and categorization is the hot topic nowadays. Many researches have been done on this topic on English and other western languages. However, very few not...

Headline generation is the process of generating headlines automatically from text articles. We model a comprehensive abstractive headline generation technique using Seq2Seq Recurrent Neural Networks with Global Attention in this work. Despite being one of the most spoken languages globally, very few significant works have been done on this particu...

Anti-Muslim hate speech has emerged within memes, characterized by context-dependent and rhetorical messages using text and images that seemingly mimic humor but convey Islamophobic sentiments. This work presents a novel dataset and proposes a classifier based on the Vision-and-Language Transformer (ViLT) specifically tailored to identify anti-Musl...

Plagiarism is an act of literature fraud, which is presenting others’ work or ideas without giving credit to the original work. All published and unpublished written documents are under the cover of this definition. Plagiarism, which increased significantly over the last few years, is a concerning issue for students, academicians, and professionals...

In recent years, the Bangla language has come out as a very prominent figure in the world of natural language processing. Many researchers have produced exemplary works on the language, but there has not been any notable work on its highly enriched dialects due to the lack of resources and the diversity and complexity in its grammatical structure....

The text simplification approach simplifies the lin guistic complexity of a particular language so that the grammar and structure of a language are greatly simplified to read and understand while preserving the information and underlying meaning. Despite being spoken globally and having a rich history of Bangla literature, there is no work has been...

A spell and grammar checker is profoundly essential for diverse publications especially for Bangla language in particular as it is spoken by millions of native speakers around the world. Considering the lack of research efforts, we demonstrate the development of a comprehensive Bangla spell and grammar checker with necessary resources. At first, a...

The international communities are trying to establish a comprehensive, precise, and valuable early warning system for conflict prevention involving political and local riots for many decades. The field of machine learning has some potential and promising components to develop this type of system. To predict and efficiently analyze all political con...

The systematic method of detecting crime, evaluating crime patterns, and anticipating crime trends is known as crime analysis and prediction. Crime is inherently unexpected and causes societal disruption. As Bangladesh’s population grows, so does the prevalence of crime, which is wreaking havoc on our society in various ways. As a result, analyzing...

The e-commerce industry is rapidly emerging all over the world. E-commerce sites provide the independence to choose and buy things over the internet. However, different websites put different prices on the exact same product, and this leads people to spend extra money on products which could be bought with less. Although there are several e-commerc...

Plagiarism is an act of presenting other's works or ideas as someone's own. In recent days, online publishing of text through internet media is rapidly increasing and plagiarism is one of the most dangerous side effects of that. Plagiarism detection in academic institutions has become a regular feature in recent years. There are several approaches...

We present a comprehensive conversion system to convert the Chittagonian dialect to standard Bangla language. It is a text to text conversion system based on word-to-word mapping adopting a bilingual dictionary, rule-based morphological transformation on suffixes, and a supportive word suggestion module. The system tokenizes the regional input text...

Email is one of the most imperative communication mechanisms of the 21st century. People around the world send billions of emails every single day which makes people prone to threats. Spam emails can be used for stealing things from our electric devices, blackmailing and phishing. Moreover, we receive several unwanted emails such as advertisements...

A Virtual Assistant is an application program that can understand natural language (audio and text) commands and perform tasks for the user. The importance and usage of the virtual assistant are growing exponentially worldwide. In this paper, we have demonstrated a comprehensive design and development methodology of a Bangla virtual AI assistant 'A...

This paper constructs a method for corroborating Bengali sentences whether they are equitable syntactically, semantically and pragmatically; then a method is devised for detecting parts of speech (POS) from the valid sentences. In our approach, we have analyzed several techniques to check whether construction of inputted Bengali sentence is valid,...