Research

Areas of Interest

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• Natural Language Processing
• Computational Linguistics
• Computational Social Science
• Information Retrieval
• Machine Learning

Publications

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• Title: XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags
  Collaborators: Faisal Tareque Shohan*, Mir Tafseer Nayeem*, Samsul Islam, Abu Ubaida Akash, Shafiq Joty
  Conference: In Findings of the Association for Computational Linguistics (ACL 2024)
  Status: accepted
  [Code & Dataset] [Poster] [Slides]

• Title: Shironaam: Bengali News Headline Generation using Auxiliary Information
  Collaborators: Abu Ubaida Akash*, Mir Tafseer Nayeem*, Faisal Tareque Shohan, Tanvir Islam
  Conference: Proceedings of the European Chapter of the Association for Computational Linguistics (EACL 2023)
  Status: accepted
  [Code & Dataset] [Poster] [Slides]

• Title: A data-driven approach for predicting crime occurrence using machine learning models
  Collaborators: Faisal Tareque Shohan*, Abu Ubaida Akash*, Muhammad Ibrahim, Mohammad Shafiul Alam
  Journal: International Journal of Data Science and Analytics (IJDSA)
  Status: accepted

Ongoing Projects

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• Theme: Multi-Agent Social Simulation
  Status: ongoing

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