Email: sadia.kamal@okstate.edu
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Hi, I am Sadia Kamal, a PhD student in the department of computer science at Oklahoma State University.My work focuses on natural language processing, social network analysis, and data mining, with a broader interest in extracting meaningful insights from complex data. Welcome to my homepage, where I share my research, publications, and projects.
What’s New?
- Reviewed 4 papers for Colling’25
- Reviewed 3 papers for ICMLA’24
- One paper got accepted at PAKDD’24
- Worked as Reviewer for ECAI’24, reviewed 1 paper
- Worked as Reviewer for IJCNN’24, reviewed 2 papers
- Worked as Reviewer for LREC-COLLING’24, reviewed 3 papers
- Received CS Outstanding Leader and Scholar award 2023
- Worked as Reviewer for ICMLA 2023, reviewed 5 papers
- Two paper got accepted at ICMLA 2023
Research Experience
- Currently developing fine-tuning strategies to analyze bias shifts in LLMs(LLaMA, GPT etc.), quantifying the impact of topic-specific and entity-masked training.
- Developed a bias-mitigated deep learning model for political stance detection in news articles, integrating external knowledge sources. Achieved 73% accuracy, surpassing baselines in unseen domains.
- Implemented deep learning models (Transformers, Decision Trees, Random Forest), using PyTorch and TensorFlow for various tasks such as classification and regression. Specially fine-tuned LLMs using optimization techniques such as LoRA, QLoRA in both text and multimodal setups on multiple downstream tasks, with the goal of understanding their reasoning capabilities.
Teaching Experience & Talks
- Gave two lectures in Representation Learning course as a guest lecturer
- Gave a guest lecture in artificial intelligence course
Achievements
- Outstanding CS Scholar Award 2023
- Outstanding CS Leadership Award 2023
- Women in Data Science(WiDS) Stillwater ambassador 2023
- Magna Cum Laude.
- Anwarul Abedin Leadership award(Gold Medal)
Projects
University Rover Challenge 2018 as part of AIUB Robotic Crew(ARC)
Volunteering Experience
Computer Science Department representative GPSGA, OSU, 2024-25 Cultural Secretary at (Bangladeshi Student Association)BSA, Stillwater 2024 Treasurer elect at (Bangladeshi Student Association)BSA, Stillwater 2021.