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 399
- Downloads 10
Image recommendation system based on social, semantic and visual characteristics
The article presents recommendation systems in terms of the most important aspects and types of algorithms used in different approaches and implementations, as well as issues which arise and need to be overcome. The appl...
Diagramatic description of distributed spatial data processing
Most of the times, modeling and simulating natural phenomena involves a large number of operations, based on different compatibility constraints and rules. The solution proposed in this paper optimizes the entire descrip...
Using semantic resources in an image retrieval system
In the recent years, with the development of the intelligent devices, users are sharing more and more multimedia data across the Internet using social networks. This is the reason why, web search has also become the main...
An empirical study of the determinants factors and gender differences in the acceptance of e-learning technology
The UTAUT model (Venkatesh et. al., 2003) was tested in different domains and contexts of use. In the interpretation and comparison of results from different studies is important to assess whether the model and the const...
Visual tools for Software Development in GIS applications
This paper aims to showcase a set of features which enables users to develop custom processing models using a specific interface for the workflow. The component presented in this paper, part of the ArcGIS software suite,...