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 398
- Downloads 10
Software tools for the analysis of subliminal testing tasks in facial microexpressions recognition
The facial microexpresions had been situated in the main stream of research for over 5 decades. Therefore, Eakman highlighted two main directions: the possibility to learn the facial microepressions and to learn how to...
Description of Satellite Images Processing in Greenland Application
Abstract. Our society needs and environmental predictions encourage the applications development, oriented on supervising and analyzing different Earth Science related phenomena. This paper experiments new methods in sat...
Web 2.0 Recruiting
The article describes the first steps towards a semantic competence management system. The system is designed to improve the activity of a recruiting company specialized in the IT domain and it uses technologies from the...
Evaluation of Collaborative Learning in Chats, Based on the Analysis of Repetitions and Altruism
The paper presents a system for the evaluation of the students participating to a computer supported collaborative learning session using chat in English language. To each participant was assigned a different concept to...
Practical Approaches for Interdisciplinary Interaction Design
In this paper the evolution of software design methods is discussed with insights from the usability perspective. Usability is considered an essential factor in the success or failure of an interactive system, determinin...