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 domain, namely the legal domain, represent two main novelties of the task organised at Evalita 2011. 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
Dell'Orletta Felice;Marchi Simone;Montemagni Simonetta;Venturi Giulia;Agnoloni Tommaso;Francesconi Enrico
2012
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 domain, namely the legal domain, represent two main novelties of the task organised at Evalita 2011. 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.people | Dell'Orletta Felice | it |
| dc.authority.people | Marchi Simone | it |
| dc.authority.people | Montemagni Simonetta | it |
| dc.authority.people | Venturi Giulia | it |
| dc.authority.people | Agnoloni Tommaso | it |
| dc.authority.people | Francesconi Enrico | 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 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 | 2024/02/16 03:12:12 | - |
| dc.date.available | 2024/02/16 03:12:12 | - |
| dc.date.issued | 2012 | - |
| 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 domain, namely the legal domain, represent two main novelties of the task organised at Evalita 2011. 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 | [1] CNR-ILC, Pisa; [2] Scuola Superiore Sant'Anna di Studi Universitari e di Perfezionamento, Pisa; [3] CNR-ITTIG, Firenze | - |
| dc.description.allpeople | Dell'Orletta, Felice; Marchi, Simone; Montemagni, Simonetta; Venturi, Giulia; Agnoloni, Tommaso; Francesconi, Enrico | - |
| dc.description.allpeopleoriginal | Dell'Orletta, Felice [1]; Marchi, Simone [1]; Montemagni, Simonetta [1]; Venturi, Giulia [2]; Agnoloni, Tommaso [3]; Francesconi, Enrico [3] | - |
| dc.description.fulltext | none | en |
| dc.description.note | ID_PUMA: /cnr.ilc/2012-A2-005 | - |
| dc.description.numberofauthors | 6 | - |
| dc.identifier.uri | https://hdl.handle.net/20.500.14243/5136 | - |
| dc.identifier.url | http://www.evalita.it/sites/evalita.fbk.eu/files/working_notes2011/Domain_Adaptation/ | - |
| dc.language.iso | eng | - |
| dc.relation.conferencedate | 24-25 Gennaio 2012 | - |
| dc.relation.conferencename | Evaluation of NLP and Speech Tools for Italian (EVALITA 2011): Domain Adaptation track | - |
| dc.relation.conferenceplace | Roma | - |
| dc.relation.firstpage | 1 | - |
| dc.relation.lastpage | 7 | - |
| dc.subject.keywords | Dependency Parsing | - |
| dc.subject.keywords | Domain Adaptation | - |
| dc.subject.keywords | Legal Text Processing | - |
| dc.subject.singlekeyword | Dependency Parsing | * |
| dc.subject.singlekeyword | Domain Adaptation | * |
| dc.subject.singlekeyword | Legal Text Processing | * |
| dc.title | Domain Adaptation for Dependency Parsing at Evalita 2011 | 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 | 219483 | - |
| iris.orcid.lastModifiedDate | 2024/04/04 14:35:16 | * |
| iris.orcid.lastModifiedMillisecond | 1712234116335 | * |
| iris.sitodocente.maxattempts | 11 | - |
| Appare nelle tipologie: | 04.01 Contributo in Atti di convegno | |
File in questo prodotto:
Non ci sono file associati a questo prodotto.
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
