About: Common Sense Inference using Verb Valency Frames

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	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. 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. (en)
Title	Common Sense Inference using Verb Valency Frames Common Sense Inference using Verb Valency Frames (en)
skos:prefLabel	Common Sense Inference using Verb Valency Frames Common Sense Inference using Verb Valency Frames (en)
skos:notation	RIV/00216224:14330/12:00057557!RIV13-GA0-14330___
http://linked.open...avai/riv/aktivita	I P S
http://linked.open...avai/riv/aktivity	I, P(GAP401/10/0792), P(LM2010013), S
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Grác, Marek Nevěřilová, Zuzana
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Masarykova univerzita / Fakulta informatiky
http://linked.open...dnocenehoVysledku	127748
http://linked.open...ai/riv/idVysledku	RIV/00216224:14330/12:00057557
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	common sense inference; common sense; implicit knowledge; verb valency; valency frame; valency lexicon (en)
http://linked.open.../riv/klicoveSlovo	valency frame valency lexicon common sense common sense inference implicit knowledge verb valency
http://linked.open...ontrolniKodProRIV	[D3E5E519A01F]
http://linked.open...v/mistoKonaniAkce	Berlin / Heidelberg
http://linked.open...i/riv/mistoVydani	Berlin / Heidelberg
http://linked.open...i/riv/nazevZdroje	Proceedings of 15th International Conference on Text, Speech and Dialogue
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Temporal aspects of knowledge and information LINDAT-CLARIN: Institute for analysis, processing and distribution of linguistic data
http://linked.open...UplatneniVysledku	2012
http://linked.open...iv/tvurceVysledku	Grác, Marek Nevěřilová, Zuzana
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2012-01-01 (xsd:date)
issn	0302-9743
number of pages	8 (xsd:int)
http://bibframe.org/vocab/doi	10.1007/978-3-642-32790-2_40
http://purl.org/ne...btex#hasPublisher	Springer-Verlag
https://schema.org/isbn	9783642327896
http://localhost/t...ganizacniJednotka	14330

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