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@inproceedings{990832, author = {Nevěřilová, Zuzana and Grác, Marek}, address = {Berlin / Heidelberg}, booktitle = {Proceedings of 15th International Conference on Text, Speech and Dialogue}, doi = {http://dx.doi.org/10.1007/978-3-642-32790-2_40}, editor = {Sojka, Petr and Horák, Aleš and Kopeček, Ivan and Pala, Karel}, keywords = {common sense inference; common sense; implicit knowledge; verb valency; valency frame; valency lexicon}, howpublished = {tištěná verze "print"}, language = {eng}, location = {Berlin / Heidelberg}, isbn = {978-3-642-32789-6}, pages = {328-335}, publisher = {Springer}, title = {Common Sense Inference using Verb Valency Frames}, year = {2012} }
TY - JOUR ID - 990832 AU - Nevěřilová, Zuzana - Grác, Marek PY - 2012 TI - Common Sense Inference using Verb Valency Frames PB - Springer CY - Berlin / Heidelberg SN - 9783642327896 KW - common sense inference KW - common sense KW - implicit knowledge KW - verb valency KW - valency frame KW - valency lexicon N2 - In this paper we discuss common-sense reasoning from verb valency frames. While seeing verbs as predicates is not a new approach, processing inference as a transformation of valency frames is a promising method we developed with the help of large verb valency lexicons. We went through the whole process and evaluated it on several levels: parsing, valency assignment, syntactic transformation, syntactic and semantic evaluation of the generated propositions. We have chosen the domain of cooking recipes. We built a corpus with marked noun phrases, verb phrases and dependencies among them. We have manually created a basic set of inference rules and used it to infer new propositions from the corpus. Next, we extended this basic set and repeated the process. At first, we generated 1,738 sentences from 175 rules. 1,633 sentences were judged as (syntactically) correct and 1,533 were judged as (semantically) true. After extending the basic rule set we generated 2,826 propositions using 276 rules. 2,598 propositions were judged correct and 2,433 of the propositions were judged true. ER -
NEVĚŘILOVÁ, Zuzana a Marek GRÁC. Common Sense Inference using Verb Valency Frames. In Sojka, Petr and Horák, Aleš and Kopeček, Ivan and Pala, Karel. \textit{Proceedings of 15th International Conference on Text, Speech and Dialogue}. Berlin / Heidelberg: Springer, 2012, s.~328-335. ISBN~978-3-642-32789-6. Dostupné z: https://dx.doi.org/10.1007/978-3-642-32790-2\_{}40.
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