Morfessor EM plus Prune: Improved Subword Segmentation with Expectation Maximization and Pruning

Stig-Arne Grönroos; Sami Virpioja; Mikko Kurimo

Morfessor EM plus Prune: Improved Subword Segmentation with Expectation Maximization and Pruning

Stig-Arne Grönroos, Sami Virpioja, Mikko Kurimo

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

Originalspråk	engelska
Titel på värdpublikation	PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2020)
Redaktörer	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
Antal sidor	10
Förlag	EUROPEAN LANGUAGE RESOURCES ASSOC-ELRA
Utgivningsdatum	2020
Sidor	3944-3953
ISBN (tryckt)	979-10-95546-34-4
Status	Publicerad - 2020
MoE-publikationstyp	A4 Artikel i en konferenspublikation
Evenemang	12th International Conference on Language Resources and Evaluation (LREC) - Marseille, Frankrike Varaktighet: 11 maj 2020 → 16 maj 2020

Vetenskapsgrenar

6121 Språkvetenskaper

Åtkomst av dokument

http://hdl.handle.net/10138/327740Licens: CC BY-NC

Citera det här

Grönroos, S.-A., Virpioja, S., & Kurimo, M. (2020). Morfessor EM plus Prune: Improved Subword Segmentation with Expectation Maximization and Pruning. I 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 (Red.), PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2020) (s. 3944-3953). EUROPEAN LANGUAGE RESOURCES ASSOC-ELRA. http://hdl.handle.net/10138/327740

Grönroos, Stig-Arne ; Virpioja, Sami ; Kurimo, Mikko. / Morfessor EM plus Prune : Improved Subword Segmentation with Expectation Maximization and Pruning. PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2020). redaktör / 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. EUROPEAN LANGUAGE RESOURCES ASSOC-ELRA, 2020. s. 3944-3953

@inproceedings{7f1e13b1de534196ae926690b8ad40e5,

title = "Morfessor EM plus Prune: Improved Subword Segmentation with Expectation Maximization and Pruning",

keywords = "Morphology, Statistical and Machine Learning Methods, Language Modelling, Unsupervised learning, Tools, Less-Resourced/Endangered Languages, 6121 Languages",

author = "Stig-Arne Gr{\"o}nroos and Sami Virpioja and Mikko Kurimo",

year = "2020",

language = "English",

isbn = "979-10-95546-34-4",

pages = "3944--3953",

editor = "N Calzolari and F Bechet and P Blache and K Choukri and C Cieri and T Declerck and S Goggi and H Isahara and B Maegaard and J Mariani and H Mazo and A Moreno and J Odijk and S Piperidis",

booktitle = "PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2020)",

publisher = "EUROPEAN LANGUAGE RESOURCES ASSOC-ELRA",

address = "France",

note = "12th International Conference on Language Resources and Evaluation (LREC) ; Conference date: 11-05-2020 Through 16-05-2020",

}

Grönroos, S-A , Virpioja, S & Kurimo, M 2020, Morfessor EM plus Prune: Improved Subword Segmentation with Expectation Maximization and Pruning. i 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 (red), PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2020). EUROPEAN LANGUAGE RESOURCES ASSOC-ELRA, s. 3944-3953, 12th International Conference on Language Resources and Evaluation (LREC), Marseille, Frankrike, 11/05/2020. <http://hdl.handle.net/10138/327740>

Morfessor EM plus Prune: Improved Subword Segmentation with Expectation Maximization and Pruning. / Grönroos, Stig-Arne ; Virpioja, Sami; Kurimo, Mikko.
PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2020). red. / 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. EUROPEAN LANGUAGE RESOURCES ASSOC-ELRA, 2020. s. 3944-3953.

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

TY - GEN

T1 - Morfessor EM plus Prune

T2 - 12th International Conference on Language Resources and Evaluation (LREC)

AU - Grönroos, Stig-Arne

AU - Virpioja, Sami

AU - Kurimo, Mikko

PY - 2020

Y1 - 2020

KW - Morphology

KW - Statistical and Machine Learning Methods

KW - Language Modelling

KW - Unsupervised learning

KW - Tools

KW - Less-Resourced/Endangered Languages

KW - 6121 Languages

M3 - Conference contribution

SN - 979-10-95546-34-4

SP - 3944

EP - 3953

BT - PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2020)

A2 - Calzolari, N

A2 - Bechet, F

A2 - Blache, P

A2 - Choukri, K

A2 - Cieri, C

A2 - Declerck, T

A2 - Goggi, S

A2 - Isahara, H

A2 - Maegaard, B

A2 - Mariani, J

A2 - Mazo, H

A2 - Moreno, A

A2 - Odijk, J

A2 - Piperidis, S

PB - EUROPEAN LANGUAGE RESOURCES ASSOC-ELRA

Y2 - 11 May 2020 through 16 May 2020

ER -

Grönroos SA , Virpioja S, Kurimo M. Morfessor EM plus Prune: Improved Subword Segmentation with Expectation Maximization and Pruning. I 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, redaktörer, PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2020). EUROPEAN LANGUAGE RESOURCES ASSOC-ELRA. 2020. s. 3944-3953