Shubhashis Roy Dipta

PhD ResearcherNLPCVMultimodal Gen AIData Science


Baltimore, Maryland-21227

I am a Computer Science PhD Researcher under Dr. Frank Ferarro at the University of Maryland, Baltimore County (UMBC). My research combines Natural Language Processing (NLP) and Computer Vision (CV). I have a track record of publishing in top-tier conferences and journals.

Currently, I’m focused on multimodal counterfactual event reasoning, understanding, and generation. My previous work, a hierarchical variational autoencoder for event representation learning, has applications in text summarization, question answering, and counterfactual reasoning (Published in *SEM 2023, ACL).

Actively looking for Summer Internship in Data Science, Natural Language Processing, Computer Vision and/or Machine Learning. Please contact me if you have any opportunity.

I completed my M.Sc. in CS with Phi Kappa Phi (CGPA 4.0/4.0) in Spring 2023 at UMBC. Before my M.Sc., I gained over 3 years of industry experience as a Full-Stack Software Engineer. During that time, I also worked with Dr. Iman Dehzangi (Rutgers University) and published 4 journal papers.

I have a strong background in ML programming, including PyTorch, 🤗 HuggingFace, NLTK, Spacy, Matplotlib, Seaborn, Tableau and more. I’ve excelled in machine learning competitions (Kaggle top-70 🥉) and coding competitions (ACM ICPC 8th out of 300+ teams) and more. I was the founder of UniShopr, a cross-border e-commerce for my home country (Bangladesh).

Research Interest

        ✓ Multimodal Generation (Language 📖 + Vision 👀)
        ✓ Natural Language Understanding 📖
        ✓ Computer Vision 👀

Recent News
(See All)

Jul 9, 2023 Our paper “Semantically-informed Hierarchical Event Modeling” got published in *SEM, ACL 2023.
May 29, 2023 Reviewed 1 paper in Computational and Structural Biotechnology Journal, ELSEVIER, as Primary Reviewer.
Apr 24, 2023 Graduated from the University of Maryland, Baltimore County (UMBC) with a MSc in Computer Science. Awarded with Phi Kappa Phi Honor for being in the top 10% of the graduating class (CGPA 4.00/4.00).
Apr 24, 2023 Reviewed 1 paper in *SEM 2023, ACL as Secondary Reviewer.
Apr 1, 2021 Started my job at UMBC as Research Assistant in Natural Language Understanding lab.

Featured Publications
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Check out Google Scholar for a full list of my publications.

  1. Semantically-informed Hierarchical Event Modeling
    Shubhashis Roy DiptaMehdi Rezaee, and Francis Ferraro
    In Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023), Jul 2023
  2. SEMal: Accurate protein malonylation site predictor using structural and evolutionary information
    Shubhashis Roy DiptaGhazaleh Taherzadeh, Md Wakil Ahmad, Md Easin Arafat, Swakkhar Shatabda, and Abdollah Dehzangi
    Computers in biology and medicine, Jul 2020