The paper illustrates an effective and innovative method for detecting erroneously annotated arcs in gold dependency treebanks based on an algorithm originally developed to measure the reliability of automatically produced dependency relations. The method permits to significantly restrict the error search space and, more importantly, to reliably identify patterns of systematic recurrent errors which represent dangerous evidence to a parser which tendentially will replicate them. Achieved results demonstrate effectiveness and reliability of the method.
Dangerous Relations in Dependency Treebanks
Chiara Alzetta;Felice Dell'Orletta;Simonetta Montemagni;Giulia Venturi
2018
Abstract
The paper illustrates an effective and innovative method for detecting erroneously annotated arcs in gold dependency treebanks based on an algorithm originally developed to measure the reliability of automatically produced dependency relations. The method permits to significantly restrict the error search space and, more importantly, to reliably identify patterns of systematic recurrent errors which represent dangerous evidence to a parser which tendentially will replicate them. Achieved results demonstrate effectiveness and reliability of the method.| Campo DC | Valore | Lingua |
|---|---|---|
| dc.authority.orgunit | Istituto di linguistica computazionale "Antonio Zampolli" - ILC | en |
| dc.authority.people | Chiara Alzetta | en |
| dc.authority.people | Felice Dell'Orletta | en |
| dc.authority.people | Simonetta Montemagni | en |
| dc.authority.people | Giulia Venturi | en |
| 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 | 2024/02/20 13:14:59 | - |
| dc.date.available | 2024/02/20 13:14:59 | - |
| dc.date.firstsubmission | 2024/07/08 17:13:16 | * |
| dc.date.issued | 2018 | - |
| dc.date.submission | 2024/07/08 17:13:16 | * |
| dc.description.abstracteng | The paper illustrates an effective and innovative method for detecting erroneously annotated arcs in gold dependency treebanks based on an algorithm originally developed to measure the reliability of automatically produced dependency relations. The method permits to significantly restrict the error search space and, more importantly, to reliably identify patterns of systematic recurrent errors which represent dangerous evidence to a parser which tendentially will replicate them. Achieved results demonstrate effectiveness and reliability of the method. | - |
| dc.description.affiliations | Università di Genova, Istituto di Linguistica Computazionale "A. Zampolli" (ILC-CNR) | - |
| dc.description.allpeople | Alzetta, Chiara; Dell'Orletta, Felice; Montemagni, Simonetta; Venturi, Giulia | - |
| dc.description.allpeopleoriginal | Chiara Alzetta, Felice Dell'Orletta, Simonetta Montemagni, Giulia Venturi | en |
| dc.description.fulltext | none | en |
| dc.description.numberofauthors | 4 | - |
| dc.identifier.isbn | 978-80-88132-04-2 | en |
| dc.identifier.uri | https://hdl.handle.net/20.500.14243/334766 | - |
| dc.identifier.url | http://aclweb.org/anthology/W/W17/W17-7624.pdf | en |
| dc.language.iso | eng | en |
| dc.miur.last.status.update | 2024-07-11T11:05:59Z | * |
| dc.relation.conferencedate | 23-24 gennaio 2018 | en |
| dc.relation.conferencename | 16th International Workshop on Treebanks and Linguistic Theories | en |
| dc.relation.conferenceplace | Praga | en |
| dc.relation.firstpage | 201 | en |
| dc.relation.ispartofbook | Proceedings of the 16th International Workshop on Treebanks and Linguistic Theories | en |
| dc.relation.lastpage | 210 | en |
| dc.relation.numberofpages | 10 | en |
| dc.subject.keywordseng | Dependency treebanks | - |
| dc.subject.keywordseng | Error Detection | - |
| dc.subject.keywordseng | Linguistic Annotation | - |
| dc.subject.singlekeyword | Dependency treebanks | * |
| dc.subject.singlekeyword | Error Detection | * |
| dc.subject.singlekeyword | Linguistic Annotation | * |
| dc.title | Dangerous Relations in Dependency Treebanks | 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 | en |
| dc.ugov.descaux1 | 382333 | - |
| iris.orcid.lastModifiedDate | 2024/07/22 15:54:05 | * |
| iris.orcid.lastModifiedMillisecond | 1721656445438 | * |
| iris.sitodocente.maxattempts | 1 | - |
| Appare nelle tipologie: | 04.01 Contributo in Atti di convegno | |
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