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Durgesh Kumar @durgeshbhagat

durgeshbhagat

🔭 Career

  • Received the B.Tech. degree, in Information and Technology from Haldia Institute of Technology, West Bengal, India in 2012.
  • Completed Ph.D. in Computer Science and Enginerring from Indian Institute of Technology, Guwahati, Assam, India in 2022.

🌱 Interest

  • Natural Language Processing
    • Classification
    • Clustering
    • Topic Modeling
  • Social Media Mining
  • Sentiment Analysis and Emotion Dynamics
  • Fake News Detection
  • Mining relationship between attributes/entities

Publications

  • Journals

    • D. Kumar, L. G. Singh and S. R. Singh, "Hashtag-Based Tweet Expansion for Improved Topic Modeling," in IEEE Transactions on Computational Social Systems, doi: 10.1109/TCSS.2022.3171206 https://ieeexplore.ieee.org/abstract/document/9787710.
    • Debashis Naskar, Sanasam Ranbir Singh, Durgesh Kumar, Sukumar Nandi, and Eva Onaindia de la Rivaherrera. 2020. Emotion Dynamics of Public Opinions on Twitter. ACM Trans. Inf. Syst. 38, 2, Article 18 (April 2020), 24 pages. https://doi.org/10.1145/3379340
  • Conferences

    • Kumar, D. and Singh, S.R. Prioritized Named Entity Driven LDA for Document Clustering.In International Conference on Pattern Recognition and Machine Intelligence, pages 294–301. Springer,2019. https://dl.acm.org/doi/10.1007/978-3-030-34872-4_33
    • Anil, A., Kumar, D., Sharma S., Singha, R., Sarmah, R., Ranjan, Bhattacharya, N. and Singh, S.R. Link prediction using social network analysis over heterogeneous terrorist network. In 2015 IEEE International Conference on Smart City/ SocialCom/SustainCom (SmartCity), pages 267–272. 2015. https://ieeexplore.ieee.org/abstract/document/7463736

📫 How to reach me

 durgeshbhagat

Dr. Durgesh Kumar's Projects

30-days-of-python icon 30-days-of-python

30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw

ai-job-notes icon ai-job-notes

AI算法岗求职攻略(涵盖准备攻略、刷题指南、内推和AI公司清单等资料)

aspect-extraction icon aspect-extraction

Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF

awesome-automl-papers icon awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

awesome-papers icon awesome-papers

Papers & presentation materials from Hugging Face's internal science day

awesomecv icon awesomecv

记录state-of-art计算机视觉相关论文。

bioalbert icon bioalbert

Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT

btm icon btm

Code for Biterm Topic Model (published in WWW 2013)

burstybtm icon burstybtm

Code for Bursty Biterm Topic Model (published in AAAI2015)

cascade icon cascade

This repo contains code to detect sarcasm from text in discussion forum using deep learning

case-2021-shared-task icon case-2021-shared-task

Information and data related to the ProtestNews shared task at CASE @ ACL-IJCNLP 2021 workshop

cofe icon cofe

Method to generate larger pseudo-documents from short text datasets.

conv-emotion icon conv-emotion

This repo contains implementation of different architectures for emotion recognition in conversations.

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