A Survey on NLP Chatbots

A Survey on NLP Chatbots

Authors

  • Prathamesh Tambe
  • Payal Kawade
  • Charan Shekar

Keywords:

Natural Language Processing (NLP), Natural Language Toolkit (NLTK), Natural Language Understanding (NLU), Chatbot

Abstract

Natural Language Processing is a branch of Artificial Intelligence that helps machines to understand and interpret human language. An NLP-based chatbot is a software program based on artificial intelligence system that interacts with a client through written or auditory means. These programs are frequently developed to assist clients on websites. Many domains like E-commerce, healthcare or customer services have utilized chatbots to improve their communication with customers. The system uses keywords to identify the context of the conversation. NLP enables chatbots to interpret, evaluate, and prioritize questions based on their complexity, allowing bots to reply to consumer enquiries faster than a person. Faster answers aid in the development of consumer trust and, as a result, greater business.

Downloads

Download data is not yet available.

References

Eko Handoyo, and M. Arfan. “Ticketing Chatbot Service using Serverless NLP Technology.” In 2018 5th International Conference on Information Technology, Computer and Electrical Engineering (ICITACEE), Semarang, Indonesia, 2018, pp. 325-330.

Harsh Lal, Priyanshu Lal. “NLP chatbot for Discharge Summaries.” In 2019 2nd International Conference on Intelligent Communication and Computational Techniques (ICCI), Jaipur, India, 2019, pp. 250-257.

Lukas Tommy, Chandra Kiran, Leo Riska. “The Combination of Natural Language Processing and Entity Extraction for Academic Chatbot.” In 2020 IEEE International Conference on Cyber and IT Service Management (CITSM), 2020, pp.1-6.

Udayakumar Shanmugam, Sowjanya Mani, Sneha Shivakumar and Rajeshwari P. “Human-Computer text conversation through NLP in Tamil using Intent Recognition.” In 2019 IEEE International Conference on Vision Towards Emerging Trends in Communication and Networking (VitECoN), Chennai, India, 2019, pp 1-5. 10.1109/IJCNN.2018.8489629.

Sara Perez-Soler., Gwendal Daniel, Jordi Cabot. “Towards Automating the Synthesis of Chatbots for Conversational Model Query.” In Springer BPMDS 2020/EMMSAD 2020, LNBIP, 2020, pp. 257-265, Switzerland.

S. du Preez, M. Lall, and S. Sinha, “An intelligent web-based voice chatbot,” in EUR OCON 2009, EUROCON’09 IEEE, 2019, pp. 386–391.

Jiyou Jia, “A Computer assisted English learning Chatbot based on textual Knowledge and Reasoning (CSIEC)” in Elsevier KnowledgeBased Systems, Volume 22, issue 4, May 2009.AUTHORS

Additional Files

Published

30-05-2023

How to Cite

Prathamesh Tambe, Payal Kawade, & Charan Shekar. (2023). A Survey on NLP Chatbots. Vidhyayana - An International Multidisciplinary Peer-Reviewed E-Journal - ISSN 2454-8596, 8(si7), 520–527. Retrieved from http://vidhyayanaejournal.org/journal/article/view/840
Loading...