Natural Language Processing

How Does Machine Translation Work Using NLP?

Bynajib

Machine translation is a big step forward in technology. It uses Natural Language Processing (NLP) to translate text or speech from one language to another. NLP is a part of artificial intelligence that helps computers understand and work with human languages. This technology combines different areas like computational linguistics and machine learning. It lets computers…

Natural Language Processing

What Is Sequence-to-Sequence Learning in NLP?

Bynajib

In Natural Language Processing (NLP), Sequence-to-Sequence (Seq2Seq) learning is a key method. It changes one data sequence into another. This method is great for tasks like machine translation and chatbot development, where sequences can vary in length. Seq2Seq models use Recurrent Neural Networks (RNNs) and their advanced versions. These include Long Short-Term Memory (LSTMs) and…