In this paper, we present a crowdsourcing-based approach to model the human perception of sentence complexity. We collect a large corpus of sentences rated with judgments of complexity for two typologically-different languages, Italian and English. We test our approach in two experimental scenarios aimed to investigate the contribution of a wide set of lexical, morpho-syntactic and syntactic phenomena in predicting i) the degree of agreement among annotators independently from the assigned judgment and ii) the perception of sentence complexity.
Is this sentence difficult? Do you agree?
Brunato D;Dell'Orletta F;Venturi G
2018
Abstract
In this paper, we present a crowdsourcing-based approach to model the human perception of sentence complexity. We collect a large corpus of sentences rated with judgments of complexity for two typologically-different languages, Italian and English. We test our approach in two experimental scenarios aimed to investigate the contribution of a wide set of lexical, morpho-syntactic and syntactic phenomena in predicting i) the degree of agreement among annotators independently from the assigned judgment and ii) the perception of sentence complexity.| Campo DC | Valore | Lingua |
|---|---|---|
| dc.authority.orgunit | Istituto di linguistica computazionale "Antonio Zampolli" - ILC | - |
| dc.authority.people | Brunato D | it |
| dc.authority.people | De Mattei L | it |
| dc.authority.people | Dell'Orletta F | it |
| dc.authority.people | Iavarone B | it |
| dc.authority.people | Venturi G | 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 | 2024/02/17 21:37:23 | - |
| dc.date.available | 2024/02/17 21:37:23 | - |
| dc.date.issued | 2018 | - |
| dc.description.abstracteng | In this paper, we present a crowdsourcing-based approach to model the human perception of sentence complexity. We collect a large corpus of sentences rated with judgments of complexity for two typologically-different languages, Italian and English. We test our approach in two experimental scenarios aimed to investigate the contribution of a wide set of lexical, morpho-syntactic and syntactic phenomena in predicting i) the degree of agreement among annotators independently from the assigned judgment and ii) the perception of sentence complexity. | - |
| dc.description.affiliations | Università di Pisa; Scuola Normale Superiore di Pisa; Istituto di Linguistica Computazionale (ILC-CNR) | - |
| dc.description.allpeople | Brunato D.; De Mattei L.; Dell'Orletta F.; Iavarone B.; Venturi G. | - |
| dc.description.allpeopleoriginal | Brunato D., De Mattei L., Dell'Orletta F., Iavarone B., Venturi G. | - |
| dc.description.fulltext | none | en |
| dc.description.numberofauthors | 3 | - |
| dc.identifier.doi | 10.18653/v1/D18-1289 | - |
| dc.identifier.isbn | 978-1-948087-84-1 | - |
| dc.identifier.uri | https://hdl.handle.net/20.500.14243/371346 | - |
| dc.identifier.url | https://www.aclweb.org/anthology/D18-1289/ | - |
| dc.language.iso | eng | - |
| dc.publisher.country | USA | - |
| dc.publisher.name | Association for Computational Linguistics | - |
| dc.publisher.place | Stroudsburg | - |
| dc.relation.conferencedate | 31/10/2018-04/11/2018 | - |
| dc.relation.conferencename | Conference on Empirical Methods in Natural Language Processing (EMNLP) | - |
| dc.relation.conferenceplace | Brussels | - |
| dc.relation.firstpage | 1 | - |
| dc.relation.lastpage | 10 | - |
| dc.relation.numberofpages | 10 | - |
| dc.subject.keywords | Linguistic complexity | - |
| dc.subject.keywords | Crowdsourcing | - |
| dc.subject.keywords | Human perception | - |
| dc.subject.singlekeyword | Linguistic complexity | * |
| dc.subject.singlekeyword | Crowdsourcing | * |
| dc.subject.singlekeyword | Human perception | * |
| dc.title | Is this sentence difficult? Do you agree? | 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 | 391619 | - |
| iris.orcid.lastModifiedDate | 2024/03/01 16:52:13 | * |
| iris.orcid.lastModifiedMillisecond | 1709308333661 | * |
| iris.scopus.extIssued | 2018 | - |
| iris.scopus.extTitle | Is this sentence difficult? Do you agree? | - |
| iris.sitodocente.maxattempts | 1 | - |
| iris.unpaywall.bestoaversion | publishedVersion | * |
| iris.unpaywall.doi | 10.18653/v1/d18-1289 | * |
| iris.unpaywall.isoa | true | * |
| iris.unpaywall.landingpage | https://doi.org/10.18653/v1/d18-1289 | * |
| iris.unpaywall.license | cc-by | * |
| iris.unpaywall.metadataCallLastModified | 28/12/2025 04:49:41 | - |
| iris.unpaywall.metadataCallLastModifiedMillisecond | 1766893781057 | - |
| iris.unpaywall.oastatus | gold | * |
| iris.unpaywall.pdfurl | https://www.aclweb.org/anthology/D18-1289.pdf | * |
| 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.
