Publications

Research Interests

• Machine Learning / Deep Learning / Transformers
• Natural Language Processing
• MLOps
• Computer Vision

GOOGLE SCHOLAR

ResearchGate

ORCiD

Semantic Scholar

Journals

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• TEmoX: Classification of Textual Emotion using Ensemble of Transformers
  Avishek Das, Mohammed Moshiul Hoque, Omar Sharif, M. Ali Akber Dewan, Nazmul Siddique
  IEEE ACCESS / Paper

• BEmoC: A Corpus for Identifying Emotion in Bengali Texts
  MD. Asif Iqbal, Avishek Das,Omar Sharif, Mohammed Moshiul Hoque, Iqbal H. Sarker
  Journal of SN Computer Science / Paper

Conferences

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• FaND-X: Fake News Detection using Transformer-based Multilingual Masked Language Model
  MD Sijanur Rahman, Omar Sharif, Avishek Das, Sadia Afroze, Mohammed Moshiul Hoque
  WIECON ECE 2022 / Paper

• An Empirical Framework for Identifying Sentiment from Multimodal Memes using Fusion Approach
  Nusratul Jannat, Avishek Das, Omar Sharif, Mohammed Moshiul Hoque
  ICCIT 2022 / Paper

• DeepSen: A Deep Learning-based Framework for Sentiment Analysis from Multi-Domain Heterogeneous Data
  Nasehatul Mustakim, Avishek Das, Omar Sharif, Mohammed Moshiul Hoque
  ICCIT 2022 / Paper

• A Deep Learning Based Unified Solution for Character Recognition
  Avishek Das, AKM Shahariar Azad Rabby, Ibna Kowsar, Fuad Rahman
  ICPR 2022 / Paper

• Towards building a Bangla text recognition solution with a Multi-Headed CNN architecture
  Md. Majedul Islam, Avishek Das, Ibna Kowsar, AKM Shahariar Azad Rabby, Nazmul Hasan, Fuad Rahman
  IEEE BigData 2021 / Paper

• Traditional Bengali Food Classification Using Convolutional Neural Network
  Asif Mahbub Uddin, Abdullah Al Miraj, Moumita Sen Sarma, Avishek Das, Md. Manjurul Gani
  IEEE TENSYMP 2021 / Paper

• Emotion Classification in a Resource Constrained Language Using Transformer-based Approach
  Avishek Das, Omar Sharif, Mohammed Moshiul Hoque, Iqbal H. Sarker
  NAACL SRW 2021 / Paper

• BMGC: A Deep Learning Approach to Classify Bangla Music Genres
  Moumita Sen Sarma and Avishek Das
  NISS 2021 / Paper

• SeqVectorizer: Sequence Representation in Vector Space
  Md. Kowsher, Avishek Das, Murad Hossain Sarker, Anik Tahabilder, Md. Zahidul Islam Sanjid
  NISS 2021 / Paper

• BEmoD: Development of Bengali Emotion Dataset for Classifying Expressions of Emotion in Texts
  Avishek Das, Asif Iqbal, Omar Sharif, Mohammed Moshiul Hoque
  ICO 2020 / Paper

• Towards POS Tagging Methods for Bengali Language: A Comparative Analysis
  Fatima Jahara, Adrita Barua, Asif Iqbal, Avishek Das, Omar Sharif, Mohammed Moshiul Hoque, Iqbal H. Sarker
  ICO 2020 / Paper

• Machine Learning and Deep Learning based Information Extraction from Bangla Names
  Md. Kowsher, Md. Zahidul Islam Sanjid, Avishek Das, M Ahmed
  YSC 2020 / Paper

• Gender Identification from Bangla Name Using Machine Learning and Deep Learning Algorithms
  Md. Kowsher, Md. Zahidul Islam Sanjid, Fahmida Afrin, Avishek Das, Pushpita Saha
  IEMIS 2020 / Paper

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