In this paper, we describe our approach to native language identification and discuss the results we submitted as participants to the First NLI Shared Task. By resorting to a wide set of general-purpose features qualifying the lexical and grammatical structure of a text, rather than to ad hoc features specifically selected for the NLI task, we achieved encouraging results, which show that the proposed approach is general-purpose and portable across different tasks, domains and languages.
Linguistic Profiling based on General-purpose Features and Native Language Identification
Andrea Cimino;Felice Dell'Orletta;Giulia Venturi;Simonetta Montemagni
2013
Abstract
In this paper, we describe our approach to native language identification and discuss the results we submitted as participants to the First NLI Shared Task. By resorting to a wide set of general-purpose features qualifying the lexical and grammatical structure of a text, rather than to ad hoc features specifically selected for the NLI task, we achieved encouraging results, which show that the proposed approach is general-purpose and portable across different tasks, domains and languages.| Campo DC | Valore | Lingua |
|---|---|---|
| dc.authority.orgunit | Istituto di linguistica computazionale "Antonio Zampolli" - ILC | - |
| dc.authority.people | Andrea Cimino | it |
| dc.authority.people | Felice Dell'Orletta | it |
| dc.authority.people | Giulia Venturi | it |
| dc.authority.people | Simonetta Montemagni | 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 16:30:50 | - |
| dc.date.available | 2024/02/19 16:30:50 | - |
| dc.date.issued | 2013 | - |
| dc.description.abstracteng | In this paper, we describe our approach to native language identification and discuss the results we submitted as participants to the First NLI Shared Task. By resorting to a wide set of general-purpose features qualifying the lexical and grammatical structure of a text, rather than to ad hoc features specifically selected for the NLI task, we achieved encouraging results, which show that the proposed approach is general-purpose and portable across different tasks, domains and languages. | - |
| dc.description.affiliations | ILC - Istituto di linguistica computazionale "Antonio Zampolli" | - |
| dc.description.allpeople | Cimino, Andrea; Dell'Orletta, Felice; Venturi, Giulia; Montemagni, Simonetta | - |
| dc.description.allpeopleoriginal | Andrea Cimino, Felice Dell'Orletta, Giulia Venturi and Simonetta Montemagni | - |
| dc.description.fulltext | none | en |
| dc.description.numberofauthors | 4 | - |
| dc.identifier.isbn | 978-1-937284-47-3 | - |
| dc.identifier.uri | https://hdl.handle.net/20.500.14243/227043 | - |
| dc.identifier.url | http://www.aclweb.org/anthology/W13-1727 | - |
| dc.language.iso | eng | - |
| dc.relation.conferencedate | 13 giugno 2013 | - |
| dc.relation.conferencename | 8th workshop on "Innovative Use of NLP for Building Educational Applications" | - |
| dc.relation.conferenceplace | Atlanta (Georgia) | - |
| dc.relation.firstpage | 207 | - |
| dc.relation.lastpage | 215 | - |
| dc.subject.keywords | Native Language Identification | - |
| dc.subject.keywords | Linguistic Profiling | - |
| dc.subject.singlekeyword | Native Language Identification | * |
| dc.subject.singlekeyword | Linguistic Profiling | * |
| dc.title | Linguistic Profiling based on General-purpose Features and Native Language Identification | 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 | 285772 | - |
| iris.orcid.lastModifiedDate | 2024/04/04 14:03:44 | * |
| iris.orcid.lastModifiedMillisecond | 1712232224578 | * |
| iris.scopus.extIssued | 2013 | - |
| iris.scopus.extTitle | Linguistic Profiling based on General–purpose Features and Native Language Identification | - |
| iris.sitodocente.maxattempts | 1 | - |
| 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.
