32 citations · 68 across the 9 of their papers we have counts for
11 papers
Measuring Annotation Efficiency for Handwritten Devanagari Recognition: Sample-Complexity Curves for Four Pretraining Regimes
Manglesh Kumar Pandey, Sumit Kumar Banshal
To train handwritten text recognition systems we need word images and their corresponding transcriptions, and these transcriptions are produced manually. For a script that can be r…
EMFE: A lightweight, explainable machine learning framework for malaria cell classification
Md Abdullah Al Kafi, Walayat Hussain, Mousumi Karmakar +2
Automated malaria diagnosis from stained blood-smear microscopy is dominated by deep convolutional neural networks that are accurate but computationally expensive, poorly interpret…
Reasoning Over Recall: Evaluating the Efficacy of Generalist Architectures vs. Specialized Fine-Tunes in RAG-Based Mental Health Dialogue Systems
Md Abdullah Al Kafi, Raka Moni, Sumit Kumar Banshal
The deployment of Large Language Models (LLMs) in mental health counseling faces the dual challenges of hallucinations and lack of empathy. While the former may be mitigated by RAG…
FastPOS: Language-Agnostic Scalable POS Tagging Framework Low-Resource Use Case
Md Abdullah Al Kafi, Sumit Kumar Banshal
This study proposes a language-agnostic transformer-based POS tagging framework designed for low-resource languages, using Bangla and Hindi as case studies. With only three lines o…
BOISHOMMO: Holistic Approach for Bangla Hate Speech
Md Abdullah Al Kafi, Sumit Kumar Banshal, Md Sadman Shakib +2
One of the most alarming issues in digital society is hate speech (HS) on social media. The severity is so high that researchers across the globe are captivated by this domain. A n…
MONOVAB : An Annotated Corpus for Bangla Multi-label Emotion Detection
Sumit Kumar Banshal, Sajal Das, Shumaiya Akter Shammi +7
In recent years, Sentiment Analysis (SA) and Emotion Recognition (ER) have been increasingly popular in the Bangla language, which is the seventh most spoken language throughout th…
Do 'altmetric mentions' follow Power Laws? Evidence from social media mention data in Altmetric.com
Sumit Kumar Banshal, Aparna Basu, Vivek Kumar Singh +2
Power laws are a characteristic distribution that are ubiquitous, in that they are found almost everywhere, in both natural as well as in man-made systems. They tend to emerge in l…
A large-scale comparison of social media coverage and mentions captured by the two altmetric aggregators- Altmetric.com and PlumX
Mousumi Karmakar, Sumit Kumar Banshal, Vivek Kumar Singh
The increased social media attention to scholarly articles has resulted in efforts to create platforms & services to track and measure the social media transactions around scholarl…
Does presence of social media plugins in a journal website result in higher social media attention of its research publications
Mousumi Karmakar, Sumit Kumar Banshal, Vivek Kumar Singh
Social media platforms have now emerged as an important medium for wider dissemination of research articles; with authors, readers and publishers creating different kinds of social…
Disciplinary Variations in Altmetric Coverage of Scholarly Articles
Sumit Kumar Banshal, Vivek Kumar Singh, Pranab K. Muhuri +1
The popular social media platforms are now making it possible for scholarly articles to be shared rapidly in different forms, which in turn can significantly improve the visibility…
How much research output from India gets social media attention?
Sumit Kumar Banshal, Vivek Kumar Singh, Pranab K. Muhuri +1
Scholarly articles are now increasingly being mentioned and discussed in social media platforms, sometimes even as pre- or post-print version uploads. Measures of social media ment…