Natural Language Processing Insights

What is Natural Language Processing?

Natural Language Processing (NLP) is a field of artificial intelligence that focuses on enabling computers to understand, interpret, and generate human language. It is commonly used for tasks such as machine translation, sentiment analysis, chatbot development, and information extraction.

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What other technologies are related to Natural Language Processing?

Natural Language Processing Complementary Technologies

deep learning

Deep learning is a subfield of machine learning that uses artificial neural networks with multiple layers to analyze data. It is strongly complementary to NLP, as many NLP tasks benefit from deep learning models.

mentioned alongside Natural Language Processing in 14% (6.8k) of relevant job posts

LLMs

Large Language Models are a type of neural network based model used in Natural Language Processing to perform a variety of tasks. LLMs are strongly complementary to NLP.

mentioned alongside Natural Language Processing in 8% (5.2k) of relevant job posts

Information Retrieval

Information Retrieval is closely related to NLP, focusing on retrieving relevant information from a collection of resources. NLP techniques are used in information retrieval to improve search accuracy and relevance.

mentioned alongside Natural Language Processing in 44% (805) of relevant job posts