Improving parsing using morpho-syntactic and semantic information
Journal Title: Romanian Journal of Human - Computer Interaction - Year 2016, Vol 9, Issue 4
Abstract
In this paper we present the efforts of creating a syntactic parser with a very good performance on Romanian sentences. Instead of creating a parser from scratch, we decided to test the freely available existing ones and to subject them to tuning, feeding them with linguistic information in the form of features (transitivity/intransitivity, semantic class, subcategorization frames, etc.). The parsers are trained and tested on the Romanian treebank in the Universal Dependencies format. We present here, as on-going work, some partial results of our endeavour: after including only several features, we got encouraging results. We also discuss some other features that can be added to the parser in order to further improve its performance, with the final aim of attaining a reliable tool for syntactic analysis of sentences, as a task per se, and also for their use in various applications involving natural language processing.
Authors and Affiliations
Verginica Barbu Mititelu , Radu Ion , Radu Simionescu , Andrei Scutelnicu , Elena Irimia
Keywords
Related Articles
- EP ID EP28993
- DOI -
- Views 447
- Downloads 10
Interactive marketing system on Internet
This paper presents IMM-Market, an interactive marketing system on Internet, that can be used by any organization for the future development of business in a modern manner. The system was developed as a web portal and in...
New Approaches in Automatic Usability Evaluation
In this paper two new approaches in automatic usability evaluation are described. These approaches use modern programming techniques as Aspect Oriented Programming and Agent Based Programming in order to identify usabili...
Gender differences in Facebook addiction
A large number of people of all ages participate in social networks with different aims. The number of users attending the on-line social networks is increasing daily. University students also spend a lot of time on Onli...
User Experience in Windows 7
The experience of a user with an operating system has the power to transform the software in a success or a failure. The new Windows version uses the test program feedback and the latest technologies, like multi-touch, i...
User interface standardization
The UsiXML ITEA 2 project developed an innovative model-driven engineering method to improve the user interface design for the benefit of both industrial and academic end-users in terms of productivity and reusability. T...