Error Correction and Adaptation in Conversational AI: A Review of Techniques and Applications in Chatbots

S Izadi, M Forouzanfar - AI, 2024 - mdpi.com
This study explores the progress of chatbot technology, focusing on the aspect of error
correction to enhance these smart conversational tools. Chatbots, powered by artificial …

[PDF][PDF] AI-Powered Chatbot: Transforming Conversational Experiences.”

D PANDEY, D ARORA, G ROHAN, DRS NARANG - 2023 - irejournals.com
The rapid advancement of artificial intelligence (AI) has led to the emergence of AI-powered
chatbots as versatile conversational agents. These chatbots employ state-of-the-art deep …

Learning improvised chatbots from adversarial modifications of natural language feedback

MN Sreedhar, K Ni, S Reddy - arXiv preprint arXiv:2010.07261, 2020 - arxiv.org
The ubiquitous nature of chatbots and their interaction with users generate an enormous
amount of data. Can we improve chatbots using this data? A self-feeding chatbot improves …

[HTML][HTML] Recent trends in deep learning for conversational AI

JT Wassan, V Ghuriani - 2023 - intechopen.com
Conversational AI has seen unprecedented growth in recent years due to which Chatbots
have been made available. Conversational AI primarily focuses on text or speech inputs …

Conversational repair in chatbots for customer service: the effect of expressing uncertainty and suggesting alternatives

A Følstad, C Taylor - International Workshop on Chatbot Research and …, 2019 - Springer
Due to the complexity of natural language, chatbots are prone to misinterpreting user
requests. Such misinterpretations may lead the chatbot to provide answers that are not …

I don't understand you–error-handling as a key aspect of conversational design for chatbots

S Raimer, M Vanhauer - … (IHIET-AI 2022 …, 2022 - openaccess.cms-conferences.org
Misunderstandings can occur in any dialogue. This applies to communication between
people just as it does to communication between humans and chatbots. Resolving these …

A Complete Survey on LLM-based AI Chatbots

SK Dam, CS Hong, Y Qiao, C Zhang - arXiv preprint arXiv:2406.16937, 2024 - arxiv.org
The past few decades have witnessed an upsurge in data, forming the foundation for data-
hungry, learning-based AI technology. Conversational agents, often referred to as AI …

A Self-Learning Framework for Large-Scale Conversational AI Systems

X Liu, C Guo, B Yao, R Sarikaya - IEEE Computational …, 2024 - ieeexplore.ieee.org
In the last decade, conversational artificial intelligence (AI) systems have been widely
employed to address people's real-life needs across various different environments and …

Adaptable conversational machines

N Lubis, M Heck, C van Niekerk, M Gasic - AI Magazine, 2020 - ojs.aaai.org
In recent years we have witnessed a surge in machine learning methods that provide
machines with conversational abilities. Most notably, neural-network–based systems have …

Revolutionizing conversational AI: unleashing the power of ChatGPT-Based applications in generative AI and natural language processing

CVS Babu, PM Akshara - … applications of generative AI and natural …, 2024 - igi-global.com
The emergence of advanced NLP models, like ChatGPT and other conversational AI
models, has triggered a revolutionary transformation. This chapter explores the burgeoning …