Sitemap

A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.

Pages

</article>
</article>
</article>
</article>
</article>
</article>
</article>
</article>
</article>
</article>
</article>
</article>
</article>
</article>
</article>
</article>
</article>
</article>
</article>
</article>
</article>
</article>
</article>
</article>
</article>

Posts

</article>
</article>
</article>
</article>
</article>

lab

A²I Lab

At A²I Lab, I work closely with students and collaborators to bridge the gap between AI research and real-world usability, striving to make AI more inclusive, explainable, and adaptable across different domains.

Members



Touseef Hasan
[2025 - Current]
Touseef Hasan received his B.Sc. in Naval Architecture and Marine Engineering from Bangladesh University of Engineering and Technology in 2024. With research interests in expanding the accessibility of the frontiers of computing, he is currently pursuing his Ph.D. from the Department of Electrical and Computer Engineering in the School of Computing at Wichita State University.
Md. Najib Hasan completed a B.Sc. in Computer Science and Engineering from Khulna University of Engineering & Technology, Bangladesh, in April 2024. He is currently pursuing his Ph.D. from the Department of Electrical and Computer Engineering in the School of Computing at Wichita State University. He is working as a full-time Research Assistant in the Accessible AI lab (A2I-lab). His research focus is on the effective evaluation of LLMs and their Applications in everyday life.

Md. Najib Hasan
[2024 - Current]


Shahana Akter
[2025 - Current]
Shahana Akter earned her B.Sc. in Computer Science and Engineering from Khulna University of Engineering & Technology (KUET), Bangladesh, in August 2025. She is now pursuing a Ph.D. in the School of Computing at Wichita State University, USA, within the Department of Electrical and Computer Engineering. She currently serves as a Graduate Teaching Assistant for the Introduction to Database course. Her research centers on evaluating large language models (LLMs) and exploring their practical uses in real life.
</article>

portfolio

publications

ACM IUI, 2021 COVID19α: Interactive Spatio-Temporal Visualization of COVID-19 Symptoms through Tweet Analysis
Biddut Sarker Bijoy, Syeda Jannatus Saba, Souvika Sarkar , Md Saiful Islam, Sheikh Rabiul Islam, Md. Ruhul Amin and Shubhra Kanti Karmaker.
</article>
ICDATA, 2021 Containing COVID-19 Pandemic by Mining Knowledge from Scientific Literature and Social Media.
Biddut Bijoy, Syeda Saba, Souvika Sarkar, Md Islam, Sheikh Islam, Md Amin.
</article>
AACL-IJCNLP, 2022 Exploring Universal Sentence Encoders for Zero-shot Text Classification.
Souvika Sarkar, Dongji Feng, Shubhra Kanti Karmaker Santu.
</article>
EMNLP, 2022 Benchmarking LLMs on the Semantic Overlap Summarization Task.
John Salvador, Naman Bansal, Mousumi Akter, Souvika Sarkar, Anupam Das, Shubhra Kanti Karmaker Santu.
</article>
WWW UserNLP, 2022 Concept Annotation from Users Perspective: A New Challenge
Souvika Sarkar„ Shubhra Kanti Karmaker.

Download Paper

</article>
ACM TIST, 2023 Ad-Hoc Monitoring of COVID-19 Global Research Trends for Well-Informed Policy Making
Souvika Sarkar, Biddut Bijoy, Syeda Saba, Dongji Feng, Yash Mahajan, Sheikh Islam, Md Amin, Shubhra Kanti Karmaker Santu.
</article>
EMNLP, 2023 Zero-Shot Multi-Label Topic Inference with Sentence Encoders & LLMs.
Souvika Sarkar, Dongji Feng, Shubhra Kanti Karmaker Santu.
</article>
EMNLP, 2023 Evaluation of Bangla Word Analogies.
Mousumi Akter, Souvika Sarkar, Shubhra Kanti Karmaker Santu.
</article>
ICPE, 2024 Processing Natural Language on Embedded Devices: How Well Do Transformer Models Perform?
Souvika Sarkar, Mohammad F. Babar, Md Mahadi Hassan, Monowar Hasan, Shubhra Kanti Karmaker Santu.

Download Paper

</article>
L@S, 2024 SimPal: Meta-Conversational Framework to Understand Teacher Goals in K–12 Physics.
Effat Farhana, Souvika Sarkar, Rachael Knipper, Indrajit Dey, Hamsa Narayanan, Sadhana Puntambekar.

Download Paper

</article>
NeurIPS Safe Generative AI Workshop, 2024 Investigating Annotator Bias in Large Language Models for Hate Speech Detection.
Amit Das, Zheng Zhang, Najib Hasan, Souvika Sarkar.
</article>
NAACL, 2025 LLMs as Meta-Reviewers’ Assistants: A Case Study.
Eftekhar Hossain, Souvika Sarkar, Shubhra Kanti Karmaker Santu.
</article>
arxiv, 2025 Instructional Goal-Aligned Question Generation in Virtual Lab Settings.
Alex Knipper, Indrajit Dey, Souvika Sarkar.
</article>
arxiv, 2025 Zero-Shot Multi-Label Classification of Bangla Documents: Large Decoders vs Classic Encoders.
Souvika Sarkar, Md Najib Hasan, Shubhra Kanti Karmaker Santu.
</article>
arxiv, 2025 Advancing Security with Digital Twins: A Survey.
Blessing Airehenbuwa, Touseef Hasan, Souvika Sarkar, Ujjwal Guin.
</article>
arxiv, 2025 Investigating Hallucination in Conversations for Low Resource Languages.
Amit Das, Souvika Sarkar.
</article>
arxiv, 2025 LLMs as On-Demand Customizable Service.
Souvika Sarkar, Md Fakhruddin Babar, Md Hasan, Shubhra Kanti Karmaker Santu.
</article>
arxiv, 2025 Pitfalls of Evaluating Language Models with Open Benchmarks.
Md Najib Hasan, Md Fakhruddin Babar, Souvika Sarkar.
</article>

talks

</article>
</article>
</article>
</article>

teaching

Auburn University (August 2019 - July 2024)

Personal Computer Applications
Fundamentals of Computing II
Advanced Computer and Network Security
Natural Language Processing
Information Retrieval
Machine Learning
Explainable Artificial Intelligence
Computational Biology
</article>

Wichita State University (August 2024 - Present)

CS770: Artificial Intelligence (Fall 2024)
CS775: Information Retrieval(Spring 2025, Fall 2025)
CS797Y: Natural Language Processing(Spring 2025, Spring 2026)
CS400: Data Structure(Spring 2026)
</article>