@inproceedings{a1eae450ad59461388dba9e1915ffcd5,
title = "Domain-agnostic context-aware framework for natural language interface in a task-based environment",
abstract = "Smart home assistants are becoming a norm due to their ease-of-use. They employ spoken language as an interface, facilitating easy interaction with their users. Even with their obvious advantages, natural-language based interfaces are not prevalent outside the domain of home assistants. It is hard to adopt them for computer-controlled systems due to the numerous complexities involved with their implementation in varying fields. The main challenge is the grounding of natural language base terms into the underlying system's primitives. The existing systems that do use natural language interfaces are specific to one problem domain only. In this paper, a domain-agnostic framework that creates natural language interfaces for computer-controlled systems has been developed by creating a customizable mapping between the language constructs and the system primitives. The framework employs ontologies built using OWL (Web Ontology Language) for knowledge representation and machine learning models for language processing tasks.",
keywords = "Domain-agnostic interface, Natural language interface, Ontologies, Robot instructions",
author = "Sarthak Tiwari and Ajay Bansal",
note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 45th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2021 ; Conference date: 12-07-2021 Through 16-07-2021",
year = "2021",
month = jul,
doi = "10.1109/COMPSAC51774.2021.00014",
language = "English (US)",
series = "Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "15--20",
editor = "Chan, {W. K.} and Bill Claycomb and Hiroki Takakura and Ji-Jiang Yang and Yuuichi Teranishi and Dave Towey and Sergio Segura and Hossain Shahriar and Sorel Reisman and Ahamed, {Sheikh Iqbal}",
booktitle = "Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021",
}