OcrV1, Main, Exploration, bibRecord, 000086

Semi-Supervised Morphosyntactic Classification of Old Icelandic

Identifieur interne : 000086 ( Main/Exploration ); précédent : 000085; suivant : 000087

Semi-Supervised Morphosyntactic Classification of Old Icelandic

Auteurs : Kryztof Urban [États-Unis] ; Timothy R. Tangherlini [États-Unis] ; Aurelijus Vij Nas [République populaire de Chine] ; Peter M. Broadwell [États-Unis]

Source :

PLoS ONE [ 1932-6203 ] ; 2014.

RBID : PMC:4100772

Abstract

We present IceMorph, a semi-supervised morphosyntactic analyzer of Old Icelandic. In addition to machine-read corpora and dictionaries, it applies a small set of declension prototypes to map corpus words to dictionary entries. A web-based GUI allows expert users to modify and augment data through an online process. A machine learning module incorporates prototype data, edit-distance metrics, and expert feedback to continuously update part-of-speech and morphosyntactic classification. An advantage of the analyzer is its ability to achieve competitive classification accuracy with minimum training data.

Url:

http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4100772

DOI: 10.1371/journal.pone.0102366
PubMed: 25029462
PubMed Central: 4100772

Affiliations:

Le document en format XML

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Serveur d'exploration sur l'OCR

Semi-Supervised Morphosyntactic Classification of Old Icelandic

Semi-Supervised Morphosyntactic Classification of Old Icelandic

Source :

Abstract

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Le document en format XML

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