Hi, I am a graduate in Computer Science & Engineering from the University of Chittagong, Bangladesh.
Since 2020, I have been venturing into research in affiliation with CSECU-DSG. My research endeavors cover various themes in NLP such
as opinion mining, information extraction, and multi-modal learning. However, I am always eager to learn through collaboration and flexible in expanding my research to other domains.
My undergraduate thesis entitled An Early Fusion of Deep Neural Networks to Identify Multimodal Informative Disaster Tweets proposes a multimodal framework to
address the challenges of identifying informative disaster tweets and further classifying them into humanitarian categories. This work also leverages an explainable AI (XAI) approach to uncover a comprehensive interpretation of the proposed model's performance. [Poster]
International Journals
International Conferences
Workshop/Technical Papers
- KingsmanTrio at SemEval-2023 Task 10: Analyzing the Effectiveness of Transfer
Learning Models for Explainable Online Sexism Detection.
Fareen Tasneem, Tashin Hossain, Jannatun Naim. SemEval 2023.
- CSECU-DSG at SemEval-2023 Task 6: Segmenting Legal Documents into
Rhetorical Roles via Fine-tuned Transformer Architecture.
Fareen Tasneem, Tashin Hossain, Jannatun Naim, and Abu Nowshed Chy.
SemEval 2023.
- CSECU-DSG at SemEval-2021 Task 6: Orchestrating Multimodal Neural
Architectures for Identifying Persuasion Techniques in Texts and Images.
Tashin Hossain, Jannatun Naim, Fareen Tasneem, Radiathun Tasnia, and Abu Nowshed Chy.
SemEval 2021.
- CSECU-DSG at SemEval-2021 Task 5: Leveraging Ensemble of Sequence Tagging
Models for Toxic Spans Detection.
Tashin Hossain, Jannatun Naim, Fareen Tasneem, Radiathun Tasnia, and Abu Nowshed Chy.
SemEval 2021.
- CSECU-DSG at WNUT-2020 Task 2: Exploiting ensemble of transfer learning
and hand-crafted features for identification of informative COVID-19 English tweets.
Fareen Tasneem, Jannatun Naim, Radiathun Tasnia, Tashin Hossain, and Abu Nowshed Chy.
WNUT 2020 at EMNLP 2020.
An Android app for providing healthcare amenities and standout features
such as a chatbot, disease predictor, medication reminders, and basic encryption and
decryption.
Amitron
A chatbot to assist university students with academic inquiries and provide
career guidance (In progress).
Android application which is a combination of an online marketplace, an e-learning platform, and
a microblogging service.
A machine learning web application to
predict informative texts on COVID-19.
There are more in my Github
- Adjunct Faculty, BGC Trust University, Chittagong, Bangladesh
- Teaching:
- Operating Systems
- Computer Fundamentals
- Junior Instructor, Asian University for Women, Chittagong, Bangladesh
- Taught Courses:
-
Google Project Management Professional Certification
-
Google Digital Marketing & E-commerce Professional Certification
- Adjunct Faculty, International Islamic University Chittagong, Chittagong, Bangladesh
- Taught Courses:
- Competitive Programming
-
Software Engineering and Development
My love for sunset will always be infinite
Dreamy view from Nilgiri, Bandarban
Mangificient Greenery at University of Chittagong
Beautiful Saint Martin Island