Common Sense Inference using Verb Valency Frames

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F12%3A00057557" target="_blank" >RIV/00216224:14330/12:00057557 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-642-32790-2_40" target="_blank" >http://dx.doi.org/10.1007/978-3-642-32790-2_40</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-642-32790-2_40" target="_blank" >10.1007/978-3-642-32790-2_40</a>

Result language
angličtina
Original language name
Common Sense Inference using Verb Valency Frames
Original language 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. Webuilt 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
Czech name
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Czech description
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Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of 15th International Conference on Text, Speech and Dialogue
ISBN
9783642327896
ISSN
0302-9743
e-ISSN
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Number of pages
8
Pages from-to
328-335
Publisher name
Springer
Place of publication
Berlin / Heidelberg
Event location
Berlin / Heidelberg
Event date
Jan 1, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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