User:Gor ar/proposal 2017
GSoC 2017 Proposal: UD and Apertium Integration.
Contact information
Name: Gor Arakelyan
Email: gor19973010@gmail.com
Skype: gor.arakelyan4
About me
I am a second-year student in YSU (Yerevan State University) at the department of Informatics and Applied Mathematics.
I am interested in natural language processing, especially for low resource languages, like my native language Armenian. Apertium seems to be a perfect platform for that.
Background
The most important problem for Armenian NLP (and possibly for many others) is the lack of a properly annotated treebank. In order to help linguists to quickly annotate large amounts of text, an annotation tool with easy to use interface is required. I believe UD annotatrix is a very good tool to start with.
Proposed solution
Currently it lacks convenient UI to edit POS tags or dependency relations. I propose the following solutions:
- The simple textbox in UD annotatrix can be replaced by a more convenient rich code editor (like CodeMirror)
- Rich editor will provide autocompletion for UD specific tags (VERB, ADV, NOUN, Definite etc.)
- In the later stages we can make autocomplete more intelligent:
- - e.g. display only verb specific tags when POS is set to verb (tense)
- - use previously annotated data to provide suggestions
- Make UD annotatrix portable so it can be included in larger applications, e.g. in an app that uses a backend to save annotations
- Support multiword tokens in the visualisation
My experience
I have been doing web development for 3 years now. Recently I worked on an open source tool for corpus management (currently used for Armenian only). It involved coding in HTML, JS and Python.
