20 citations · 36 across the 5 of their papers we have counts for
5 papers
BnBERT-iPET: Sparse Few-Shot Language Modeling for Bengali via Lottery Ticket Pruning
Sajib Hossain, Md Kamrus Samad, Anan Ghosh +2
Deep neural networks have shown impressive success in NLP tasks owing to their complex structure and huge number of edges. Achieving state-of-the-art performance in natural languag…
BanLemma: A Word Formation Dependent Rule and Dictionary Based Bangla Lemmatizer
Sadia Afrin, Md. Shahad Mahmud Chowdhury, Md. Ekramul Islam +10
Lemmatization holds significance in both natural language processing (NLP) and linguistics, as it effectively decreases data density and aids in comprehending contextual meaning. H…
SentiGOLD: A Large Bangla Gold Standard Multi-Domain Sentiment Analysis Dataset and its Evaluation
Md. Ekramul Islam, Labib Chowdhury, Faisal Ahamed Khan +5
This study introduces SentiGOLD, a Bangla multi-domain sentiment analysis dataset. Comprising 70,000 samples, it was created from diverse sources and annotated by a gender-balanced…
LMFLOSS: A Hybrid Loss For Imbalanced Medical Image Classification
Abu Adnan Sadi, Labib Chowdhury, Nusrat Jahan +4
With advances in digital technology, the classification of medical images has become a crucial step for image-based clinical decision support systems. Automatic medical image class…
Curricular SincNet: Towards Robust Deep Speaker Recognition by Emphasizing Hard Samples in Latent Space
Labib Chowdhury, Mustafa Kamal, Najia Hasan +1
Deep learning models have become an increasingly preferred option for biometric recognition systems, such as speaker recognition. SincNet, a deep neural network architecture, gaine…