The Scottish Gaelic Linguistic Toolkit
- Authors
- Lamb, William ; Boizou, Loïc
- Project URL
- https://klc.vdu.lt/sgtoolkit/en
- Date issued
- 2020
- Type
- toolService
- Language(s)
- Scottish Gaelic
- Description
- 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.
- Subject(s)
- tagger parser Scottish Gaellic
- Collection(s)
-