A RAG-based Question Answering System Proposal for Understanding Islam: MufassirQAS LLM. (arXiv:2401.15378v2 [cs.CL] UPDATED)

There exist challenges in learning and understanding religions as the
presence of complexity and depth of religious doctrines and teachings. Chatbots
as question-answering systems can help in solving these challenges. LLM
chatbots use NLP techniques to establish connections between topics and
accurately respond to complex questions. These capabilities make it perfect to
be used in enlightenment on religion as a question answering chatbot. However,
LLMs also have a tendency to generate false information, known as
hallucination. The responses of the …

arxiv challenges chatbots complexity cs.cl llm llm chatbots nlp nlp techniques question question answering questions rag systems topics understanding