Bidirectional Long-Short Term Memory tagger

A toolkit for Part-of-Speech tagging and NER in DyNet. It has been tested on Danish, amongst other languages (for the UD POS tags in the UD_Danish-DDT version 1.1 and 2.3)

Status: freely available since 2016,

References:

Plank, Søgaard, Goldberg 2016. Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss. In ACL.

Plank and Klerke, 2019. Lexical Resources for Low-Resource PoS Tagging in Neural Times In NoDaLiDa

Yderligere info

Felt Værdi
Destinationsside https://github.com/bplank/bilstm-aux
Metadata sidst opdateret marts 30, 2021, 11:10 (UTC)
Metadata oprettet juni 29, 2020, 13:37 (UTC)
Emne Sprog og retskrivning Uddannelse, kultur og sport
GUID https://data.gov.dk/dataset/lang/64bbc342-9649-4f55-970d-8ecf233e91f4
Kontaktemail bapl@itu.dk
Kontaktnavn Barbara Plank
Opdateret 2020
Opdateringsfrekvens IRREG
URI https://data.gov.dk/dataset/lang/64bbc342-9649-4f55-970d-8ecf233e91f4
Udgivelsesdato 2016
Udgivernavn ITU
Type https://data.gov.dk/concept/core/lang-resource-type/Tool
Dokumentation
usage ["ordklassifikation", "deep learning"]