In this work we propose a hybrid unsupervised approach for semantic relation extraction from Italian and English texts. The system takes as input pairs of "distributionally similar" terms, possibly involved in a semantic relation. To validate and label the anonymous relations holding between the terms in input, the candidate pairs of terms are looked for on the Web in the context of reliable lexico-syntactic patterns. This paper focuses on the definition of the patterns, on the measures used to assess the reliability of the suggested specific semantic relation and on the evaluation of the implemented system.
An unsupervised approach for semantic relation interpretation
Giovannetti E
2010
Abstract
In this work we propose a hybrid unsupervised approach for semantic relation extraction from Italian and English texts. The system takes as input pairs of "distributionally similar" terms, possibly involved in a semantic relation. To validate and label the anonymous relations holding between the terms in input, the candidate pairs of terms are looked for on the Web in the context of reliable lexico-syntactic patterns. This paper focuses on the definition of the patterns, on the measures used to assess the reliability of the suggested specific semantic relation and on the evaluation of the implemented system.| Campo DC | Valore | Lingua |
|---|---|---|
| dc.authority.orgunit | Istituto di linguistica computazionale "Antonio Zampolli" - ILC | - |
| dc.authority.people | Giovannetti E | it |
| dc.collection.id.s | 71c7200a-7c5f-4e83-8d57-d3d2ba88f40d | * |
| dc.collection.name | 04.01 Contributo in Atti di convegno | * |
| dc.contributor.appartenenza | Istituto di linguistica computazionale "Antonio Zampolli" - ILC | * |
| dc.contributor.appartenenza.mi | 918 | * |
| dc.date.accessioned | 2024/02/19 20:07:14 | - |
| dc.date.available | 2024/02/19 20:07:14 | - |
| dc.date.issued | 2010 | - |
| dc.description.abstracteng | In this work we propose a hybrid unsupervised approach for semantic relation extraction from Italian and English texts. The system takes as input pairs of "distributionally similar" terms, possibly involved in a semantic relation. To validate and label the anonymous relations holding between the terms in input, the candidate pairs of terms are looked for on the Web in the context of reliable lexico-syntactic patterns. This paper focuses on the definition of the patterns, on the measures used to assess the reliability of the suggested specific semantic relation and on the evaluation of the implemented system. | - |
| dc.description.affiliations | ILC-CNR, Pisa | - |
| dc.description.allpeople | Giovannetti E. | - |
| dc.description.allpeopleoriginal | Giovannetti E. | - |
| dc.description.fulltext | none | en |
| dc.description.numberofauthors | 1 | - |
| dc.identifier.isbn | 2-9517408-6-7 | - |
| dc.identifier.scopus | 2-s2.0-84977674675 | - |
| dc.identifier.uri | https://hdl.handle.net/20.500.14243/65164 | - |
| dc.publisher.country | FRA | - |
| dc.publisher.name | European language resources association (ELRA) | - |
| dc.publisher.place | Paris | - |
| dc.relation.alleditors | Nicoletta Calzolari (Conference Chair) and Khalid Choukri and Bente Maegaard and Joseph Mariani and Jan Odijk and Stelios Piperidis and Mike Rosner and Daniel Tapias | - |
| dc.relation.conferencedate | 19-21 maggio 2010 | - |
| dc.relation.conferencename | Seventh International Conference on Language Resources and Evaluation | - |
| dc.relation.conferenceplace | Valletta, Malta | - |
| dc.relation.firstpage | 3811 | - |
| dc.relation.ispartofbook | Proceedings of the Seventh International Conference on Language Resources and Evaluation (LREC'10) | - |
| dc.relation.lastpage | 3816 | - |
| dc.subject.keywords | Information Extra | - |
| dc.subject.keywords | Information Retrieval | - |
| dc.subject.keywords | Knowledge Representation | - |
| dc.subject.keywords | Ontologies | - |
| dc.subject.singlekeyword | Information Extra | * |
| dc.subject.singlekeyword | Information Retrieval | * |
| dc.subject.singlekeyword | Knowledge Representation | * |
| dc.subject.singlekeyword | Ontologies | * |
| dc.title | An unsupervised approach for semantic relation interpretation | en |
| dc.type.driver | info:eu-repo/semantics/conferenceObject | - |
| dc.type.full | 04 Contributo in convegno::04.01 Contributo in Atti di convegno | it |
| dc.type.miur | 273 | - |
| dc.type.referee | Sì, ma tipo non specificato | - |
| dc.ugov.descaux1 | 84798 | - |
| iris.orcid.lastModifiedDate | 2024/06/12 10:17:23 | * |
| iris.orcid.lastModifiedMillisecond | 1718180243361 | * |
| iris.scopus.extIssued | 2010 | - |
| iris.scopus.extTitle | An unsupervised approach for semantic relation interpretation | - |
| iris.scopus.ideLinkStatusDate | 2024/06/12 10:17:23 | * |
| iris.scopus.ideLinkStatusMillisecond | 1718180243368 | * |
| iris.sitodocente.maxattempts | 1 | - |
| scopus.category | 3304 | * |
| scopus.category | 1203 | * |
| scopus.category | 3310 | * |
| scopus.category | 3309 | * |
| scopus.contributor.affiliation | Istituto di Linguistica Computazionale - CNR | - |
| scopus.contributor.afid | 60008941 | - |
| scopus.contributor.auid | 55604835100 | - |
| scopus.contributor.country | Italy | - |
| scopus.contributor.dptid | - | |
| scopus.contributor.name | Emiliano | - |
| scopus.contributor.subaffiliation | - | |
| scopus.contributor.surname | Giovannetti | - |
| scopus.date.issued | 2010 | * |
| scopus.description.abstracteng | In this work we propose a hybrid unsupervised approach for semantic relation extraction from Italian and English texts. The system takes as input pairs of "distributionally similar" terms, possibly involved in a semantic relation. To validate and label the anonymous relations holding between the terms in input, the candidate pairs of terms are looked for on the Web in the context of reliable lexico-syntactic patterns. This paper focuses on the definition of the patterns, on the measures used to assess the reliability of the suggested specific semantic relation and on the evaluation of the implemented system. | * |
| scopus.description.allpeopleoriginal | Giovannetti E. | * |
| scopus.differences | scopus.relation.conferencename | * |
| scopus.differences | scopus.relation.conferencedate | * |
| scopus.differences | scopus.identifier.isbn | * |
| scopus.differences | scopus.relation.conferenceplace | * |
| scopus.differences | scopus.language.iso | * |
| scopus.document.type | cp | * |
| scopus.document.types | cp | * |
| scopus.identifier.isbn | 9782951740860 | * |
| scopus.identifier.pui | 619603137 | * |
| scopus.identifier.scopus | 2-s2.0-84977674675 | * |
| scopus.journal.sourceid | 21100842263 | * |
| scopus.language.iso | eng | * |
| scopus.publisher.name | European Language Resources Association (ELRA) | * |
| scopus.relation.conferencedate | 2010 | * |
| scopus.relation.conferencename | 7th International Conference on Language Resources and Evaluation, LREC 2010 | * |
| scopus.relation.conferenceplace | Mediterranean Conference Centre, mlt | * |
| scopus.relation.firstpage | 3811 | * |
| scopus.relation.lastpage | 3816 | * |
| scopus.title | An unsupervised approach for semantic relation interpretation | * |
| scopus.titleeng | An unsupervised approach for semantic relation interpretation | * |
| Appare nelle tipologie: | 04.01 Contributo in Atti di convegno | |
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