Aparajita Sinha

About

Pursuing PhD at NIT Agartala

Employment

• Dayananda Sagar University Assistant Professor
  2023 - Present

Education

• National Institute of Technology, Agartala M.Tech in Artificial Intelligence
  2020 - 2022
• Tripura Institute of Technology B.Tech
  2015 - 2019
• National Institute of Technology Agartala PhD

Projects & Funding

Projects & funding information is unavailable.

Publications (12)

• Adaptive Query Performance Prediction for Retrieval-Augmented Generation: Bridging Retrieval Quality and Generation Relevance
  ACM Transactions on Information Systems 2026 DOI: 10.1145/3827605
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• Adaptive Hybrid Retrieval-Augmented Generation for Document-Based QA: Implementation and Multi-metric Evaluation
  2026 DOI: 10.1007/978-3-032-18480-1_48
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• Closing the Lexical-Semantic Divide: A Unified Approach for Retrieval-Augmented Generation
  2026 DOI: 10.1007/978-3-032-17181-8_13
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• Enhancing Sentiment Analysis with Retrieval-Augmented Generation and Domain-Specific Fine-Tuning
  2026 DOI: 10.1007/978-3-032-18480-1_47
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• From Text to Treatment: Predicting Mental Health Needs Through Language Analysis and Machine Learning
  2025 DOI: 10.1007/978-981-96-4539-8_18
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• Lucy AI: Women’s Health Chatbot with Diabetic Retinopathy Classification Using Retinal Fundus Images
  2025 DOI: 10.1007/978-981-96-2179-8_20
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• A Hybrid Approach for Deep Fake Detection Using Deep Learning Algorithm
  2024 DOI: 10.1007/978-981-97-6714-4_11
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• Contrast Enhancement of Medical Images Using Otsu’s Double Threshold
  2024 DOI: 10.1007/978-981-97-2079-8_16
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• Potential Exoplanet Detection Using Feature Selection, Multilayer Perceptron, and Supervised Machine Learning
  2024 DOI: 10.1007/978-981-97-2079-8_29
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• Twitter Sentiment Analysis using Machine Learning Algorithms: A Comparative Analysis
  Advancements in Communication and Systems 2024 DOI: 10.56155/978-81-955020-7-3-12
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