Welcome to the repository for cutting-edge Natural Language Processing (NLP) projects using transformer models like BERT, GPT, and T5.
BERT (Bidirectional Encoder Representations from Transformers) is designed to pre-train deep bidirectional representations by jointly conditioning on both left and right context in all layers. In this section, we explore:
- Text classification using BERT
- Sentiment analysis
- Fine-tuning BERT for specific tasks
GPT (Generative Pre-trained Transformer) is a state-of-the-art language generation model. This section covers:
- Text generation with GPT
- Language modeling
- Applications in chatbots and content creation
T5 (Text-To-Text Transfer Transformer) treats every NLP task as a text-to-text problem. In this section, we focus on:
- Text transformation and translation
- Question answering
- Summarization and more
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