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, License included (http://www.apache.org/licenses/LICENSE-2.0)

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 September 9, 2020, 07:12 (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
URI https://data.gov.dk/dataset/lang/64bbc342-9649-4f55-970d-8ecf233e91f4
Udgivelsesdato 2016
Udgivernavn ITU
Type Værktøjer og teknologi
Dokumentation