The Scottish Gaelic Linguistic Toolkit

PID

A linguistic analyser for tagging, lemmatisation and parsing of Scottish Gaelic texts. Morphological and syntactic analyses are available directly from the webpage (through the text area window) or as a web service. A simple tagger option using a restricted tagset is also provided.

LANGUAGE DATA The tagger was trained with the ARCOSG corpus (https://github.com/Gaelic-Algorithmic-Research-Group/ARCOSG) using Conditional Random Fields with scikit-learn (https://scikit-learn.org). The lemmatiser was build on the top of a lexicon provided by Michael Bauer and Will Robertson (www.faclair.com). The integrated UDPipe parser (http://ufal.mff.cuni.cz/udpipe) was trained with link2 option on Colin Batchelor's UD Gaelic Treebank (https://universaldependencies.org/).

OUTPUT FORMAT Vertical tabular: - simple tabbed text for direct html page results, - simple tabbed text file or conllu file for web service results. Grammatical information encoded through ARCOSG tagset and UD tagset.

EVALUATION Full tagger accuracy of 90.7% (measured on about 4.6% of the ARCOSG corpus) Simple tagger accuracy of 94.7% (measured on about 4.6% of the ARCOSG corpus) Lemmatisation and Parsing not evaluated yet.

Identifier
PID http://hdl.handle.net/20.500.11821/44
Related Identifier https://klc.vdu.lt/sgtoolkit/en
Metadata Access https://clarin.vdu.lt/oai/request?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai:clarin.vdu.lt:20.500.11821/44
Provenance
Creator Lamb, William; Boizou, Loïc
Publisher University of Edinburgh; Vytautas Magnus University, Centre of Computational Linguistics
Publication Year 2020
OpenAccess true
Contact info(at)clarin.vdu.lt
Representation
Language Gaelic; Scottish Gaelic
Resource Type toolService
Format downloadable_files_count: 0
Discipline Linguistics