551 citations · 629 across the 13 of their papers we have counts for
14 papers
How much can ChatGPT really help Computational Biologists in Programming?
Chowdhury Rafeed Rahman, Limsoon Wong
ChatGPT, a recently developed product by openAI, is successfully leaving its mark as a multi-purpose natural language based chatbot. In this paper, we are more interested in analyz…
ReviewRanker: A Semi-Supervised Learning Based Approach for Code Review Quality Estimation
Saifullah Mahbub, Md. Easin Arafat, Chowdhury Rafeed Rahman +2
Code review is considered a key process in the software industry for minimizing bugs and improving code quality. Inspection of review process effectiveness and continuous improveme…
Judge a Sentence by Its Content to Generate Grammatical Errors
Chowdhury Rafeed Rahman
Data sparsity is a well-known problem for grammatical error correction (GEC). Generating synthetic training data is one widely proposed solution to this problem, and has allowed mo…
BSpell: A CNN-Blended BERT Based Bangla Spell Checker
Chowdhury Rafeed Rahman, MD. Hasibur Rahman, Samiha Zakir +2
Bangla typing is mostly performed using English keyboard and can be highly erroneous due to the presence of compound and similarly pronounced letters. Spelling correction of a miss…
Paradigm Shift in Language Modeling: Revisiting CNN for Modeling Sanskrit Originated Bengali and Hindi Language
Chowdhury Rafeed Rahman, MD. Hasibur Rahman, Mohammad Rafsan +3
Though there has been a large body of recent works in language modeling (LM) for high resource languages such as English and Chinese, the area is still unexplored for low resource…
i6mA-CNN: a convolution based computational approach towards identification of DNA N6-methyladenine sites in rice genome
Ruhul Amin, Chowdhury Rafeed Rahman, Md. Sadrul Islam Toaha +1
DNA N6-methylation (6mA) in Adenine nucleotide is a post replication modification and is responsible for many biological functions. Experimental methods for genome wide 6mA site de…
Rice grain disease identification using dual phase convolutional neural network based system aimed at small dataset
Tashin Ahmed, Chowdhury Rafeed Rahman, Md. Faysal Mahmud Abid
Although Convolutional neural networks (CNNs) are widely used for plant disease detection, they require a large number of training samples when dealing with wide variety of heterog…
Confronting the Constraints for Optical Character Segmentation from Printed Bangla Text Image
Abu Saleh Md. Abir, Sanjana Rahman, Samia Ellin +3
In a world of digitization, optical character recognition holds the automation to written history. Optical character recognition system basically converts printed images into edita…
Synthetic Error Dataset Generation Mimicking Bengali Writing Pattern
Md. Habibur Rahman Sifat, Chowdhury Rafeed Rahman, Mohammad Rafsan +1
While writing Bengali using English keyboard, users often make spelling mistakes. The accuracy of any Bengali spell checker or paragraph correction module largely depends on the ki…
Automatic Signboard Detection and Localization in Densely Populated Developing Cities
Md. Sadrul Islam Toaha, Sakib Bin Asad, Chowdhury Rafeed Rahman +5
Most city establishments of developing cities are digitally unlabeled because of the lack of automatic annotation systems. Hence location and trajectory services such as Google Map…
iPromoter-BnCNN: a Novel Branched CNN Based Predictor for Identifying and Classifying Sigma Promoters
Ruhul Amin, Chowdhury Rafeed Rahman, Md. Habibur Rahman Sifat +4
Promoter is a short region of DNA which is responsible for initiating transcription of specific genes. Development of computational tools for automatic identification of promoters…
A Hybrid Approach Towards Two Stage Bengali Question Classification Utilizing Smart Data Balancing Technique
Md. Hasibur Rahman, Chowdhury Rafeed Rahman, Ruhul Amin +2
Question classification (QC) is the primary step of the Question Answering (QA) system. Question Classification (QC) system classifies the questions in particular classes so that Q…
A Comprehensive Comparison of Machine Learning Based Methods Used in Bengali Question Classification
Afra Anika, Md. Hasibur Rahman, Salekul Islam +2
QA classification system maps questions asked by humans to an appropriate answer category. A sound question classification (QC) system model is the pre-requisite of a sound QA syst…
Identification and Recognition of Rice Diseases and Pests Using Convolutional Neural Networks
Chowdhury Rafeed Rahman, Preetom Saha Arko, Mohammed Eunus Ali +4
An accurate and timely detection of diseases and pests in rice plants can help farmers in applying timely treatment on the plants and thereby can reduce the economic losses substan…