The domain adaptation task was aimed at investigating techniques for adapting state-of-the-art dependency parsing systems to new domains. Both the language dealt with, i.e. Italian, and the target do- main, namely the legal domain, represent two main novelties of the task organised at Evalita 2011 with respect to previous domain adaptation ini- tiatives. In this paper, we define the task and describe how the datasets were created from different resources. In addition, we characterize the different approaches of the participating systems, report the test results, and provide a first analysis of these results.
Domain Adaptation for Dependency Parsing at EVALITA 2011
F Dell'Orletta;S Marchi;S Montemagni;G Venturi;T Agnoloni;E Francesconi
2013
Abstract
The domain adaptation task was aimed at investigating techniques for adapting state-of-the-art dependency parsing systems to new domains. Both the language dealt with, i.e. Italian, and the target do- main, namely the legal domain, represent two main novelties of the task organised at Evalita 2011 with respect to previous domain adaptation ini- tiatives. In this paper, we define the task and describe how the datasets were created from different resources. In addition, we characterize the different approaches of the participating systems, report the test results, and provide a first analysis of these results.| Campo DC | Valore | Lingua |
|---|---|---|
| dc.authority.orgunit | Istituto di linguistica computazionale "Antonio Zampolli" - ILC | - |
| dc.authority.orgunit | Istituto di Teoria e Tecniche dell'Informazione Giuridica - ITTIG - Sede Firenze | - |
| dc.authority.orgunit | Istituto di Informatica Giuridica e Sistemi Giudiziari - IGSG | - |
| dc.authority.people | F Dell'Orletta | it |
| dc.authority.people | S Marchi | it |
| dc.authority.people | S Montemagni | it |
| dc.authority.people | G Venturi | it |
| dc.authority.people | T Agnoloni | it |
| dc.authority.people | E Francesconi | it |
| dc.collection.id.s | 8c50ea44-be95-498f-946e-7bb5bd666b7c | * |
| dc.collection.name | 02.01 Contributo in volume (Capitolo o Saggio) | * |
| dc.contributor.appartenenza | Istituto di Informatica Giuridica e Sistemi Giudiziari - IGSG | * |
| dc.contributor.appartenenza | Istituto di linguistica computazionale "Antonio Zampolli" - ILC | * |
| dc.contributor.appartenenza.mi | 918 | * |
| dc.contributor.appartenenza.mi | 1108 | * |
| dc.date.accessioned | 2024/02/20 05:11:49 | - |
| dc.date.available | 2024/02/20 05:11:49 | - |
| dc.date.issued | 2013 | - |
| dc.description.abstracteng | The domain adaptation task was aimed at investigating techniques for adapting state-of-the-art dependency parsing systems to new domains. Both the language dealt with, i.e. Italian, and the target do- main, namely the legal domain, represent two main novelties of the task organised at Evalita 2011 with respect to previous domain adaptation ini- tiatives. In this paper, we define the task and describe how the datasets were created from different resources. In addition, we characterize the different approaches of the participating systems, report the test results, and provide a first analysis of these results. | - |
| dc.description.affiliations | ILC-CNR, ITTIG-CNR | - |
| dc.description.allpeople | F. Dell'Orletta;S. Marchi;S. Montemagni;G. Venturi;T. Agnoloni;E. Francesconi | - |
| dc.description.allpeopleoriginal | F. Dell'Orletta and S. Marchi and S. Montemagni and G. Venturi and T. Agnoloni and E. Francesconi | - |
| dc.description.fulltext | none | en |
| dc.description.numberofauthors | 6 | - |
| dc.identifier.isbn | 978-3-642-35827-2 | - |
| dc.identifier.uri | https://hdl.handle.net/20.500.14243/220446 | - |
| dc.language.iso | eng | - |
| dc.publisher.country | DEU | - |
| dc.publisher.name | Springer | - |
| dc.publisher.place | Berlin Heidelberg | - |
| dc.relation.alleditors | Bernardo Magnini, Francesco Cutugno, Mauro Falcone, Emanuele Pianta | - |
| dc.relation.firstpage | 58 | - |
| dc.relation.ispartofbook | Evaluation of NLP and Speech Tools for Italian | - |
| dc.relation.lastpage | 69 | - |
| dc.subject.keywords | Dependency Parsing | - |
| dc.subject.keywords | Domain Adaptation | - |
| dc.subject.keywords | Self-training | - |
| dc.subject.keywords | Active Learning | - |
| dc.subject.keywords | Legal-NLP | - |
| dc.subject.singlekeyword | Dependency Parsing | * |
| dc.subject.singlekeyword | Domain Adaptation | * |
| dc.subject.singlekeyword | Self-training | * |
| dc.subject.singlekeyword | Active Learning | * |
| dc.subject.singlekeyword | Legal-NLP | * |
| dc.title | Domain Adaptation for Dependency Parsing at EVALITA 2011 | en |
| dc.type.driver | info:eu-repo/semantics/bookPart | - |
| dc.type.full | 02 Contributo in Volume::02.01 Contributo in volume (Capitolo o Saggio) | it |
| dc.type.miur | 268 | - |
| dc.type.referee | Sì, ma tipo non specificato | - |
| dc.ugov.descaux1 | 266373 | - |
| iris.orcid.lastModifiedDate | 2024/03/02 02:35:08 | * |
| iris.orcid.lastModifiedMillisecond | 1709343308988 | * |
| iris.scopus.extIssued | 2013 | - |
| iris.scopus.extTitle | Domain adaptation for dependency parsing at Evalita 2011 | - |
| iris.sitodocente.maxattempts | 1 | - |
| Appare nelle tipologie: | 02.01 Contributo in volume (Capitolo o Saggio) | |
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