Mastering Language Models: AI Conversation Building Block
One kind of machine learning model that has been taught to perform a probability distribution over words is called a language models
Content creation is one of the domains where language models excel. This involves using the information and terms supplied by people to generate whole texts or portions of them
World-class POS tagging performance is achieved by extensive use of this model. POS tagging assigns a noun, verb, adjective, or other part of speech to each document word
Addressing questions: It is possible to train language models to comprehend and respond to queries both with and without the provided context
Summary of a text: Documents, articles, podcasts, movies, and more may all be automatically condensed into their most essential chunks using language models
Because it can capture the tone of voice and semantic orientation of texts, the language modeling technique is a strong choice for sentiment analysis applications
Voice-enabled apps that need to translate voice to text and voice versa inevitably include language models. This may respond to inputs with relevant text as part of conversational AI systems