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BERT masked language modeling for co-reference resolution
| dc.contributor.author | Alfaro, Felipe |
| dc.contributor.author | Ruiz Costa-Jussà, Marta |
| dc.contributor.author | Rodríguez Fonollosa, José Adrián |
| dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions |
| dc.date.accessioned | 2019-10-09T10:11:01Z |
| dc.date.available | 2019-10-09T10:11:01Z |
| dc.date.issued | 2019 |
| dc.identifier.citation | Alfaro, F.; Ruiz, M.; Fonollosa, J. A. R. BERT masked language modeling for co-reference resolution. A: Workshop on Gender Bias in Natural Language Processing. "Proceedings of the First Workshop on Gender Bias in Natural Language Processing". 2019, p. 76-81. |
| dc.identifier.uri | http://hdl.handle.net/2117/169514 |
| dc.description.abstract | This paper explains the TALP-UPC participation for the Gendered Pronoun Resolution shared-task of the 1st ACL Workshop on Gender Bias for Natural Language Processing. We have implemented two models for mask language modeling using pre-trained BERT adjusted to work for a classification problem. The proposed solutions are based on the word probabilities of the original BERT model, but using common English names to replace the original test names |
| dc.format.extent | 6 p. |
| dc.language.iso | eng |
| dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Spain |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
| dc.subject | Àrees temàtiques de la UPC::Informàtica |
| dc.subject.lcsh | Natural language processing (Computer science) |
| dc.title | BERT masked language modeling for co-reference resolution |
| dc.type | Conference report |
| dc.subject.lemac | Tractament del llenguatge natural (Informàtica) |
| dc.subject.lemac | Aprenentatge automatic |
| dc.contributor.group | Universitat Politècnica de Catalunya. VEU - Grup de Tractament de la Parla |
| dc.identifier.doi | 10.18653/v1/W19-3811 |
| dc.description.peerreviewed | Peer Reviewed |
| dc.relation.publisherversion | https://www.aclweb.org/anthology/W19-3811 |
| dc.rights.access | Open Access |
| local.identifier.drac | 25840942 |
| dc.description.version | Postprint (published version) |
| local.citation.author | Alfaro, F.; Ruiz, M.; Fonollosa, José A. R. |
| local.citation.contributor | Workshop on Gender Bias in Natural Language Processing |
| local.citation.publicationName | Proceedings of the First Workshop on Gender Bias in Natural Language Processing |
| local.citation.startingPage | 76 |
| local.citation.endingPage | 81 |
