This repository documents research and resources in natural language processing, organized around key model architectures and techniques. It includes implementations and references for transformer-based language models like BERT, GPT-2, T5, and others, as well as foundational NLP tasks such as named entity recognition, text classification, and machine translation. The collection serves as a learning resource for practitioners studying modern NLP approaches.