Generative AI-Based Text Generation Methods Using Pre-Trained GPT 2 Model
Rohit Pandey, Hetvi Waghela, Sneha Rakshit, Aparna Rangari, Anjali Singh, Rahul Kumar, Ratnadeep Ghoshal, Jaydip Sen
Abstract
A text generation model is a machine learning model that uses neural networks, especially transformers architecture to generate contextually relevant text based on linguistic patterns learned from extensive corpora. The models are trained on a huge amount of textual data so that they can model and learn complex concepts of any language like its grammar, vocabulary, phrases, and styles.
Topics & Concepts
Generative grammarComputer scienceArtificial intelligenceNatural language processingGenerative modelSpeech recognitionTopic Modeling