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Debajyoti Mazumder

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Debajyoti Mazumder

Bio

Passionate about advancing the understanding of language through computational methods, combining theoretical rigor with practical applications to tackle complex problems in NLP.

Currently pursuing a Ph.D. at IISER Bhopal under the guidance of Dr. Jasabanta Patro, with research focused on multilingual social NLP.

With a strong foundation in mathematics and data science, bridging the gap between theoretical understanding and real-world applications.

Interests

MultilingualityFine Tuning Pretrained ModelsIn context LearningInstruction Tuning

"Exploring the intersection of human language and artificial intelligence to create more inclusive and understanding computational systems."

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Latest News

Recent achievements and milestones

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ANRF International Travel Scheme (ITS) (Presenter), EMNLP-Findings 2025

awardπŸ”₯ Hot
πŸ“… Sept 2025

Awarded the ANRF International Travel Scheme (ITS) to present research at EMNLP-Findings 2025 in Suzhou, CHINA.

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ACM Professional Membership

awardπŸ”₯ Hot
πŸ“… May 2025

Awarded professional membership by the Association for Computing Machinery (ACM).

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TALLIP-2025 Accepted

publicationπŸ”₯ Hot
πŸ“… Mar 2025

Manuscript titled "Improving code-mixed hate detection by native sample mixing: A case study for Hindi-English code-mixed scenario" accepted for publication in Transactions on Asian and Low-Resource Language Information Processing (TALLIP)-2025.

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SIGIR 2025 Challenge Selection

conference
πŸ“… Mar 2025

Selected for LiveRAG Challenge track, SIGIR 2025.

More exciting news coming soon...

Work Experience

πŸŽ“ Research Scientist ‑ Sr. Intern

July 2025 - Present

πŸ“ NielsenIQ

LLM Reasoning using Reinforcement Learning

"Leveraging a robust mathematical and computational background to solve real-world challenges, drive data-driven insights, and advance innovative projects in computational linguistics and data science."

Education

πŸŽ“ Ph.D., Data Science and Engineering

Pursuing

πŸ“ IISER Bhopal, India

Focused on multilingual social NLP and computational linguistics research

πŸŽ“ M.Sc., Mathematics

2020

πŸ“ University of Delhi, India

Advanced mathematical foundations for computational research

πŸŽ“ B.Sc., Mathematics Honours

2018

πŸ“ University of Delhi, India

Strong foundation in mathematical principles and analytical thinking

"Building upon a strong mathematical foundation to explore the frontiers of computational linguistics and data science."

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Publications

Research contributions to the field

βœ… Published🏷️ NLP

Improving Code-Mixed Hate Detection by Native Sample Mixing: A Case Study for Hindi-English Code-Mixed Scenario

πŸ‘¨β€πŸ”¬ Debajyoti MazumderπŸ‘€ Aakash KumarπŸ‘€ Jasabanta Patro
2025
πŸ“–ACM Trans. Asian Low-Resour. Lang. Inf. Process.πŸ“ŠVol. 24, Issue 5πŸ“„21 pages

🏷️ Keywords

Code-Mixed TextHate Speech DetectionMultilingual NLPHindi-EnglishSocial Computing
βœ… Published🏷️ NLP

Revealing the impact of synthetic native samples and multi‑tasking strategies in Hindi‑English code‑mixed humour and sarcasm detection

πŸ‘¨β€πŸ”¬ Debajyoti MazumderπŸ‘€ Aakash KumarπŸ‘€ Jasabanta Patro
2025
πŸ“–EMNLP Findings‑2025πŸ“ŠVol. 2025, Issue N/AπŸ“„N/A

🏷️ Keywords

Code-Mixed TextHumour DetectionSarcasm DetectionMultilingual NLPHindi-English

Featured Projects

A collection of projects that showcase my skills and passion for creating innovative solutions

Code-Mixed Hate Detection

Code-Mixed Hate Detection

Developed a native sample mixing strategy to improve code-mixed hate detection in multilingual settings. This project focuses on enhancing the performance of NLP models in detecting hate speech in code-mixed languages.

NLPCode-Mixed TextHate Speech DetectionMultilingual NLP

Teaching Experience

Passionate about education and mentoring the next generation of programmers and researchers

Introduction to Programming

ECS102

Teaching Assistant

IISER Bhopal

Jan 2025 - Apr 2025

Natural Language Processing

DSE407/607

Teaching Assistant

IISER Bhopal

Aug 2024 - Nov 2024

Introduction to Programming

ECS102

Teaching Assistant

IISER Bhopal

Jan 2024 - Apr 2024

Natural Language Processing

DSE407/607

Teaching Assistant

IISER Bhopal

Aug 2023 - Nov 2023

Applied Optimization

DSE311

Teaching Assistant

IISER Bhopal

Jan 2023 - Apr 2023