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Initial implementation of natural language turn-based dialog system

Wachtel, Alexander; Weigelt, Sebastian; Tichy, Walter F.

Abstract: Our prototype implements a natural language dialog system for Excel spreadsheets. The work is motivated by a pilot study which shows that novice users have difficulties with the formula language of Excel and need interactive assistance. JustLingo allows spreadsheet calculations in ordinary, written English. Furthermore, users can extend the system functionality by explaining of the calculations to the prototype. The keyword-based system analyzes the input using natural language processing techniques and translates it into Excel formulas. It asks for missing information such as operands and target cells and provides alternatives if there are ambiguities. It also handles references to previous inputs, allowing step-by-step construction of calculations. An evaluation shows that it properly resolves 82 % of references and correctly interprets 79,5 % of overall user input. Although far from perfect, the prototype demonstrates that computers may soon begin to take on simple, limited-domain programming tasks based on natural language input.

Zugehörige Institution(en) am KIT Institut für Programmstrukturen und Datenorganisation (IPD)
Publikationstyp Zeitschriftenaufsatz
Jahr 2015
Sprache Englisch
Identifikator DOI: 10.1016/j.procs.2016.04.065
ISSN: 1877-0509
KITopen ID: 1000052155
Erschienen in Procedia computer science
Band 84
Seiten 47-54
Bemerkung zur Veröffentlichung 7th International conference on Intelligent Human Computer Interaction, IHCI 2015, 14-16.December, Allahabad, India
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