Syntactic Analysis Based on Morphological Characteristic Features of the Romanian Language
This work addresses syntactic parsing for Romanian, an incremental improvement leveraging language-specific characteristics for natural language processing tasks.
The paper tackles syntactic analysis for Romanian by using morphological features like specific endings and grammatical indicators to parse sentences, resulting in the development of the DIASEXP system capable of handling dialogues with assertive and interrogative sentences based on real-life event descriptions.
This paper refers to the syntactic analysis of phrases in Romanian, as an important process of natural language processing. We will suggest a real-time solution, based on the idea of using some words or groups of words that indicate grammatical category; and some specific endings of some parts of sentence. Our idea is based on some characteristics of the Romanian language, where some prepositions, adverbs or some specific endings can provide a lot of information about the structure of a complex sentence. Such characteristics can be found in other languages, too, such as French. Using a special grammar, we developed a system (DIASEXP) that can perform a dialogue in natural language with assertive and interogative sentences about a "story" (a set of sentences describing some events from the real life).