Specifying Events and their Effects in Controlled Natural Language
This paper shows how a controlled natural language can be used to construct precise formal representations for reasoning about events and their effects. Specifications written in PENG Light are translated with the help of discourse representation structures into the input language of the Simplified...
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Published in | Procedia, social and behavioral sciences Vol. 27; pp. 12 - 21 |
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Format | Journal Article |
Language | English |
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Elsevier Ltd
2011
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Abstract | This paper shows how a controlled natural language can be used to construct precise formal representations for reasoning about events and their effects. Specifications written in PENG Light are translated with the help of discourse representation structures into the input language of the Simplified Event Calculus. This logic-based formalism is declarative and can be used for various reasoning tasks, among them for question answering. Taking a simple scenario from the transport domain as a starting point, we illustrate how PENG Light can be used to specify the narrative part of the scenario and the commonsense knowledge that is required to reason about direct and indirect effects of events as well as about continuous change. There is no need to encode this scenario and the background axioms in a formal notation, since the relevant information can be expressed directly on the level of the controlled natural language. |
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AbstractList | This paper shows how a controlled natural language can be used to construct precise formal representations for reasoning about events and their effects. Specifications written in PENG Light are translated with the help of discourse representation structures into the input language of the Simplified Event Calculus. This logic-based formalism is declarative and can be used for various reasoning tasks, among them for question answering. Taking a simple scenario from the transport domain as a starting point, we illustrate how PENG Light can be used to specify the narrative part of the scenario and the commonsense knowledge that is required to reason about direct and indirect effects of events as well as about continuous change. There is no need to encode this scenario and the background axioms in a formal notation, since the relevant information can be expressed directly on the level of the controlled natural language. |
Author | Schwitter, Rolf |
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Cites_doi | 10.1007/BF03037383 10.1007/3-540-45632-5_17 10.1007/3-540-48958-4_1 10.1016/0743-1066(92)90041-Z |
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Copyright | 2011 |
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Keywords | Controlled natural language commonsense knowledge specifications Event Calculus |
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References | Kowalski, Sergot (bib0010) 1986; 4 LNCS, vol. 1559, pp. 1–20. LNAI 2408, pp. 452–490. pp. 1088–1098. Schwitter, R., Ljungberg, A., & Hood, D. (2003). ECOLE - A Look-ahead Editor for a Controlled Language. In Miller, R., & Shanahan, M. (2002). Some Alternative Formulations of the Event Calculus. In: A. C. Kakas, F. Sadri (eds.) White, Schwitter (bib0055) 2009 Shanahan (bib0050) 1997 pp. 141–150. Fuchs, N.E., Schwertel, U., & Schwitter, R. (1999). Attempto Controlled English – Not Just Another Logic Specification Language. In Mueller (bib0025) 2006 Parsons (bib0030) 1994 Kowalski (bib0015) 1992; 12 Schwitter, R. (2010). Controlled Natural Language for Knowledge Representation. In: Proc. of COLING 2010, pp. 1113-1121. Schoenmackers, S., Etzioni, O., Weld, D.S., & Davis, J. (2010). Learning First-Order Horn Clauses from Web Text. In Mueller (10.1016/j.sbspro.2011.10.578_bib0025) 2006 Kowalski (10.1016/j.sbspro.2011.10.578_bib0015) 1992; 12 10.1016/j.sbspro.2011.10.578_bib0005 Parsons (10.1016/j.sbspro.2011.10.578_bib0030) 1994 Shanahan (10.1016/j.sbspro.2011.10.578_bib0050) 1997 White (10.1016/j.sbspro.2011.10.578_bib0055) 2009 10.1016/j.sbspro.2011.10.578_bib0035 10.1016/j.sbspro.2011.10.578_bib0045 10.1016/j.sbspro.2011.10.578_bib0020 10.1016/j.sbspro.2011.10.578_bib0040 Kowalski (10.1016/j.sbspro.2011.10.578_bib0010) 1986; 4 |
References_xml | – year: 2006 ident: bib0025 article-title: Commonsense Reasoning – reference: Schwitter, R. (2010). Controlled Natural Language for Knowledge Representation. In: Proc. of COLING 2010, pp. 1113-1121. – volume: 12 start-page: 121 year: 1992 end-page: 146 ident: bib0015 article-title: Database Updates in the Event Calculus publication-title: Journal of Logic Programming – start-page: 80 year: 2009 end-page: 88 ident: bib0055 article-title: An Update on PENG Light publication-title: Proceedings of ALTA 2009 – volume: 4 start-page: 67 year: 1986 end-page: 95 ident: bib0010 article-title: Logic-Based Calculus of Events publication-title: New Generation Computing – reference: Schwitter, R., Ljungberg, A., & Hood, D. (2003). ECOLE - A Look-ahead Editor for a Controlled Language. In – reference: , pp. 141–150. – reference: , pp. 1088–1098. – reference: Miller, R., & Shanahan, M. (2002). Some Alternative Formulations of the Event Calculus. In: A. C. Kakas, F. Sadri (eds.): – reference: , LNCS, vol. 1559, pp. 1–20. – year: 1997 ident: bib0050 article-title: Solving the Frame Problem: A Mathematical Investigation of the Common Sense Law of Inertia – year: 1994 ident: bib0030 article-title: Events in the Semantics of English: A Study in Subatomic Semantics – reference: Fuchs, N.E., Schwertel, U., & Schwitter, R. (1999). Attempto Controlled English – Not Just Another Logic Specification Language. In: – reference: , LNAI 2408, pp. 452–490. – reference: Schoenmackers, S., Etzioni, O., Weld, D.S., & Davis, J. (2010). Learning First-Order Horn Clauses from Web Text. In: – volume: 4 start-page: 67 year: 1986 ident: 10.1016/j.sbspro.2011.10.578_bib0010 article-title: Logic-Based Calculus of Events publication-title: New Generation Computing doi: 10.1007/BF03037383 – ident: 10.1016/j.sbspro.2011.10.578_bib0020 doi: 10.1007/3-540-45632-5_17 – year: 1997 ident: 10.1016/j.sbspro.2011.10.578_bib0050 – year: 2006 ident: 10.1016/j.sbspro.2011.10.578_bib0025 – ident: 10.1016/j.sbspro.2011.10.578_bib0005 doi: 10.1007/3-540-48958-4_1 – year: 1994 ident: 10.1016/j.sbspro.2011.10.578_bib0030 – volume: 12 start-page: 121 year: 1992 ident: 10.1016/j.sbspro.2011.10.578_bib0015 article-title: Database Updates in the Event Calculus publication-title: Journal of Logic Programming doi: 10.1016/0743-1066(92)90041-Z – ident: 10.1016/j.sbspro.2011.10.578_bib0040 – ident: 10.1016/j.sbspro.2011.10.578_bib0045 – start-page: 80 year: 2009 ident: 10.1016/j.sbspro.2011.10.578_bib0055 article-title: An Update on PENG Light – ident: 10.1016/j.sbspro.2011.10.578_bib0035 |
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Title | Specifying Events and their Effects in Controlled Natural Language |
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