Ishmam Tashdeed

I am a Lecturer in the Computer Science and Engineering department at the Islamic University of Technology. I am also a part of the NDAG-Lab.

My research interests lie in the fields of Multimodal Learning, Computer Vision, Natural Language Processing, and Robustness Analysis.

Previously, I received my B.Sc. in Computer Science from IUT. I had a wonderful time as an undergraduate researcher advised by Dr. Md. Azam Hossain at the NDAG-Lab.

Email: ishmamtashdeed@iut-dhaka.edu

selected publications

Visual Robustness Benchmark for Visual Question Answering (VQA)

Md Farhan Ishmam^*, Ishmam Tashdeed^*, Talukder Asir Saadat^*, Md Hamjajul Ashmafee, and 2 more authors

arXiv preprint arXiv:2407.03386, 2024

Bib HTML

@article{ishmam2024visual,
  title = {Visual Robustness Benchmark for Visual Question Answering (VQA)},
  author = {Ishmam, Md Farhan and Tashdeed, Ishmam and Saadat, Talukder Asir and Ashmafee, Md Hamjajul and Kamal, Dr Abu Raihan Mostofa and Hossain, Dr Md Azam},
  journal = {arXiv preprint arXiv:2407.03386},
  year = {2024},
  url = {https://arxiv.org/pdf/2407.03386},
}

Enhancing Zero-Shot Crypto Sentiment With Fine-Tuned Language Model and Prompt Engineering

Rahman S. M. Wahidur, Ishmam Tashdeed, Manjit Kaur, and Heung-No Lee

IEEE Access, 2024

Bib HTML

@article{rahman2024enhancing,
  author = {Wahidur, Rahman S. M. and Tashdeed, Ishmam and Kaur, Manjit and Lee, Heung-No},
  journal = {IEEE Access},
  title = {Enhancing Zero-Shot Crypto Sentiment With Fine-Tuned Language Model and Prompt Engineering},
  year = {2024},
  volume = {12},
  number = {},
  pages = {10146-10159},
  keywords = {Cryptocurrency;Social networking (online);Analytical models;Training;Context modeling;Sentiment analysis;Transformers;Zero-shot learning;Context modeling;Supervised learning;Zero-shot learning;in-context learning;supervised fine-tuning;instruction tuned;prompt engineering},
  doi = {10.1109/ACCESS.2024.3350638},
  url = {https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10382518}
}