Empowering Accessibility: NLP-Driven Chatbot for Enhanced Information Access Among Visually Impaired Individuals
摘要
In this research, we suggest creating a chatbot that helps persons with disabilities by utilizing natural language processing (NLP). This program not only aids but also directs numerous handicapped individuals. This article presents a solution for visually impaired students who face difficulties in studying text and electronic documents. An experimental prototype is developed using NLP techniques to assist the blind community with information access. The chatbot employs techniques such as automatic index generation, paraphrasing, summarizing, passage retrieval, and query rewriting. The chatbot uses tools such as Torch, Sentence piece, Newspaper3k, and the Natural Language Toolkit to achieve its goals. The proposed software aims to reduce the time required for writing and understanding compositions, making information access easier for visually impaired students and other people.