Gpt-4: A Review on Advancements and Opportunities in Natural Language Processing (2305.03195v1)

Abstract: Generative Pre-trained Transformer 4 (GPT-4) is the fourth-generation LLM in the GPT series, developed by OpenAI, which promises significant advancements in the field of NLP. In this research article, we have discussed the features of GPT-4, its potential applications, and the challenges that it might face. We have also compared GPT-4 with its predecessor, GPT-3. GPT-4 has a larger model size (more than one trillion), better multilingual capabilities, improved contextual understanding, and reasoning capabilities than GPT-3. Some of the potential applications of GPT-4 include chatbots, personal assistants, language translation, text summarization, and question-answering. However, GPT-4 poses several challenges and limitations such as computational requirements, data requirements, and ethical concerns.