A Coachable Parser of Natural Language Advice

Christodoulos Ioannou, Loizos Michael, Loizos Michael

2024

Abstract

We present a system for parsing advice offered by a human to a machine. The advice is given in the form of conditional sentences in natural language, and the system generates a logic-based (machine-readable) rep-resentation of the advice, as appropriate for use by the machine in a downstream task. The system utilizes a “white-box” knowledge-based translation policy, which can be acquired iteratively in a developmental manner through a coaching process. We showcase this coaching process by demonstrating how linguistic annotations of sentences can be combined, through simple logic-based expressions, to carry out the translation task.

Paper Citation

in Harvard Style

Ioannou C. and Michael L. (2024). A Coachable Parser of Natural Language Advice. In Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART; ISBN 978-989-758-680-4, SciTePress, pages 500-510. DOI: 10.5220/0012454500003636

in Bibtex Style

@conference{icaart24,
author={Christodoulos Ioannou and Loizos Michael},
title={A Coachable Parser of Natural Language Advice},
booktitle={Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART},
year={2024},
pages={500-510},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012454500003636},
isbn={978-989-758-680-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 16th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART
TI - A Coachable Parser of Natural Language Advice
SN - 978-989-758-680-4
AU - Ioannou C.
AU - Michael L.
PY - 2024
SP - 500
EP - 510
DO - 10.5220/0012454500003636
PB - SciTePress