Conversational AI Unleashed: A Comprehensive Review of NLP-Powered Chatbot Platforms

• Author(s): Shubham Chaurasia ; Shubha Jain ; Hari Om Vishwkarma ; Nishant Singh
• Paper ID: 1705011
• Page: 1-8
• Published Date: 05-09-2023
• Published In: Iconic Research And Engineering Journals
• Publisher: IRE Journals
• e-ISSN: 2456-8880
• Volume/Issue: Volume 7 Issue 3 September-2023

Abstract

Recent advancements in Natural Language Processing (NLP) have drastically changed how people and computers communicate. This beginner-oriented research article explores NLP-based chat platforms, investigating how they work, what they can do, and the challenges they face. The study looks at modern techniques for creating chatbots, including rule-based systems, generative models, and retrieval methods. It dives into the technologies driving these platforms, like pre-trained language models and context management. Ethical concerns like bias and privacy are also covered. The article examines how these chat platforms affect fields like customer service, healthcare, education, and entertainment. By summarizing existing research, the article highlights current trends and future possibilities in NLP-based chat systems, offering insights to newcomers and interested parties.

Keywords

Natural Language Processing (NLP), Chat platforms, Conversational systems, Chatbots, Pre-trained language models, Human-computer interaction, Ethical considerations, User engagement.

Citations

IRE Journals:
Shubham Chaurasia , Shubha Jain , Hari Om Vishwkarma , Nishant Singh "Conversational AI Unleashed: A Comprehensive Review of NLP-Powered Chatbot Platforms" Iconic Research And Engineering Journals Volume 7 Issue 3 2023 Page 1-8

IEEE:
Shubham Chaurasia , Shubha Jain , Hari Om Vishwkarma , Nishant Singh "Conversational AI Unleashed: A Comprehensive Review of NLP-Powered Chatbot Platforms" Iconic Research And Engineering Journals, 7(3)