Research Areas

Exploring the frontiers of computer science

Large Language Model (LLM) Hallucinations: An Emerging Challenge in Generative Artificial Intelligence

Introduction Large Language Models (LLMs) such as OpenAI ChatGPT, Google Gemini, and Anthropic Claude have revolutionized natural language processing by demonstrating remarkable capabilities in text generation, question answering, summarization, translation,...

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Understanding Hybrid Deep Learning Architectures for Multi-Domain Recommendations

Exploring generative models like GANs to address data sparsity in recommender systems.

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Adaptive Learning Pathways via Reinforcement Learning

Developing self-paced learning structures that adapt dynamically based on student performance.

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Personalized Recommendation Systems using Deep Learning

Designing hybrid models (LSTMs, autoencoders) to improve user modeling and recommendation accuracy.

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