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

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Original language	English
Title of host publication	PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2020)
Editors	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
Number of pages	10
Publisher	EUROPEAN LANGUAGE RESOURCES ASSOC-ELRA
Publication date	2020
Pages	3944-3953
ISBN (Print)	979-10-95546-34-4
Publication status	Published - 2020
MoE publication type	A4 Article in conference proceedings
Event	12th International Conference on Language Resources and Evaluation (LREC) - Marseille, France Duration: 11 May 2020 → 16 May 2020

Fields of Science

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

Access to Document

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

Cite this

Grönroos, S.-A., Virpioja, S., & Kurimo, M. (2020). Morfessor EM plus Prune: Improved Subword Segmentation with Expectation Maximization and Pruning. 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.), PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2020) (pp. 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). editor / 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. pp. 3944-3953

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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",

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Grönroos, S-A , Virpioja, S & Kurimo, M 2020, Morfessor EM plus Prune: Improved Subword Segmentation with Expectation Maximization and Pruning. 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), PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2020). EUROPEAN LANGUAGE RESOURCES ASSOC-ELRA, pp. 3944-3953, 12th International Conference on Language Resources and Evaluation (LREC), Marseille, France, 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). ed. / 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. p. 3944-3953.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › 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. 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, PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION (LREC 2020). EUROPEAN LANGUAGE RESOURCES ASSOC-ELRA. 2020. p. 3944-3953