Borbála Siklósi


A New Integrated Open-source Morphological Analyzer for Hungarian
Attila Novák | Borbála Siklósi | Csaba Oravecz
Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16)

The goal of a Hungarian research project has been to create an integrated Hungarian natural language processing framework. This infrastructure includes tools for analyzing Hungarian texts, integrated into a standardized environment. The morphological analyzer is one of the core components of the framework. The goal of this paper is to describe a fast and customizable morphological analyzer and its development framework, which synthesizes and further enriches the morphological knowledge implemented in previous tools existing for Hungarian. In addition, we present the method we applied to add semantic knowledge to the lexical database of the morphology. The method utilizes neural word embedding models and morphological and shallow syntactic knowledge.


Automatic Diacritics Restoration for Hungarian
Attila Novák | Borbála Siklósi
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing

Restoring the intended structure of Hungarian ophthalmology documents
Borbála Siklósi | Attila Novák
Proceedings of BioNLP 15


English to Hungarian Morpheme-based Statistical Machine Translation System with Reordering Rules
László Laki | Attila Novák | Borbála Siklósi
Proceedings of the Second Workshop on Hybrid Approaches to Translation