Standard
WikiBank : Using wikidata to improve multilingual frame-semantic parsing. / Sas, Cezar; Beloucif, Meriem; Søgaard, Anders.
LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. ed. / Nicoletta Calzolari; Frederic Bechet; Philippe Blache; Khalid Choukri; Christopher Cieri; Thierry Declerck; Sara Goggi; Hitoshi Isahara; Bente Maegaard; Joseph Mariani; Helene Mazo; Asuncion Moreno; Jan Odijk; Stelios Piperidis. European Language Resources Association (ELRA), 2020. p. 4183-4189.
Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
Harvard
Sas, C, Beloucif, M & Søgaard, A 2020, WikiBank: Using wikidata to improve multilingual frame-semantic parsing. in N Calzolari, F Bechet, P Blache, K Choukri, C Cieri, T Declerck, S Goggi, H Isahara, B Maegaard, J Mariani, H Mazo, A Moreno, J Odijk & S Piperidis (eds), LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. European Language Resources Association (ELRA), pp. 4183-4189, 12th International Conference on Language Resources and Evaluation, LREC 2020, Marseille, France, 11/05/2020.
APA
Sas, C., Beloucif, M., & Søgaard, A. (2020). WikiBank: Using wikidata to improve multilingual frame-semantic parsing. In N. Calzolari, F. Bechet, P. Blache, K. Choukri, C. Cieri, T. Declerck, S. Goggi, H. Isahara, B. Maegaard, J. Mariani, H. Mazo, A. Moreno, J. Odijk, & S. Piperidis (Eds.), LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings (pp. 4183-4189). European Language Resources Association (ELRA).
Vancouver
Sas C, Beloucif M, Søgaard A. WikiBank: Using wikidata to improve multilingual frame-semantic parsing. In Calzolari N, Bechet F, Blache P, Choukri K, Cieri C, Declerck T, Goggi S, Isahara H, Maegaard B, Mariani J, Mazo H, Moreno A, Odijk J, Piperidis S, editors, LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. European Language Resources Association (ELRA). 2020. p. 4183-4189
Author
Sas, Cezar ; Beloucif, Meriem ; Søgaard, Anders. / WikiBank : Using wikidata to improve multilingual frame-semantic parsing. LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. editor / Nicoletta Calzolari ; Frederic Bechet ; Philippe Blache ; Khalid Choukri ; Christopher Cieri ; Thierry Declerck ; Sara Goggi ; Hitoshi Isahara ; Bente Maegaard ; Joseph Mariani ; Helene Mazo ; Asuncion Moreno ; Jan Odijk ; Stelios Piperidis. European Language Resources Association (ELRA), 2020. pp. 4183-4189
Bibtex
@inproceedings{86a1f7b9d90a46dd8fb45b7be5ed4dbf,
title = "WikiBank: Using wikidata to improve multilingual frame-semantic parsing",
abstract = "Frame-semantic annotations exist for a tiny fraction of the world's languages, Wikidata, however, links knowledge base triples to texts in many languages, providing a common, distant supervision signal for semantic parsers. We present WIKIBANK, a multilingual resource of partial semantic structures that can be used to extend pre-existing resources rather than creating new man-made resources from scratch. We also integrate this form of supervision into an off-the-shelf frame-semantic parser and allow cross-lingual transfer. Using Google's SLING architecture, we show significant improvements on the English and Spanish CoNLL 2009 datasets, whether training on the full available datasets or small subsamples thereof.",
keywords = "Cross-lingual frame semantic parsing, Data augmentation, Multilinguality",
author = "Cezar Sas and Meriem Beloucif and Anders S{\o}gaard",
year = "2020",
language = "English",
pages = "4183--4189",
editor = "Nicoletta Calzolari and Frederic Bechet and Philippe Blache and Khalid Choukri and Christopher Cieri and Thierry Declerck and Sara Goggi and Hitoshi Isahara and Bente Maegaard and Joseph Mariani and Helene Mazo and Asuncion Moreno and Jan Odijk and Stelios Piperidis",
booktitle = "LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings",
publisher = "European Language Resources Association (ELRA)",
note = "12th International Conference on Language Resources and Evaluation, LREC 2020 ; Conference date: 11-05-2020 Through 16-05-2020",
}
RIS
TY - GEN
T1 - WikiBank
T2 - 12th International Conference on Language Resources and Evaluation, LREC 2020
AU - Sas, Cezar
AU - Beloucif, Meriem
AU - Søgaard, Anders
PY - 2020
Y1 - 2020
N2 - Frame-semantic annotations exist for a tiny fraction of the world's languages, Wikidata, however, links knowledge base triples to texts in many languages, providing a common, distant supervision signal for semantic parsers. We present WIKIBANK, a multilingual resource of partial semantic structures that can be used to extend pre-existing resources rather than creating new man-made resources from scratch. We also integrate this form of supervision into an off-the-shelf frame-semantic parser and allow cross-lingual transfer. Using Google's SLING architecture, we show significant improvements on the English and Spanish CoNLL 2009 datasets, whether training on the full available datasets or small subsamples thereof.
AB - Frame-semantic annotations exist for a tiny fraction of the world's languages, Wikidata, however, links knowledge base triples to texts in many languages, providing a common, distant supervision signal for semantic parsers. We present WIKIBANK, a multilingual resource of partial semantic structures that can be used to extend pre-existing resources rather than creating new man-made resources from scratch. We also integrate this form of supervision into an off-the-shelf frame-semantic parser and allow cross-lingual transfer. Using Google's SLING architecture, we show significant improvements on the English and Spanish CoNLL 2009 datasets, whether training on the full available datasets or small subsamples thereof.
KW - Cross-lingual frame semantic parsing
KW - Data augmentation
KW - Multilinguality
UR - http://www.scopus.com/inward/record.url?scp=85096545084&partnerID=8YFLogxK
M3 - Article in proceedings
AN - SCOPUS:85096545084
SP - 4183
EP - 4189
BT - LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings
A2 - Calzolari, Nicoletta
A2 - Bechet, Frederic
A2 - Blache, Philippe
A2 - Choukri, Khalid
A2 - Cieri, Christopher
A2 - Declerck, Thierry
A2 - Goggi, Sara
A2 - Isahara, Hitoshi
A2 - Maegaard, Bente
A2 - Mariani, Joseph
A2 - Mazo, Helene
A2 - Moreno, Asuncion
A2 - Odijk, Jan
A2 - Piperidis, Stelios
PB - European Language Resources Association (ELRA)
Y2 - 11 May 2020 through 16 May 2020
ER -
