Next Sentence Prediction

Next sentence prediction predicts the next sentence based on the context of a given preceding sentence. This task involves determining whether a particular sentence logically follows the one before it which requires the model to understand context, coherence and relationships between sentences. By using transformer-based models like BERT you can train the system to make these predictions effectively. Working on it will help you enhance your skills in using state-of-the-art NLP models and exploring how they can be applied to real-world tasks such as document classification, text summarization and conversational AI.