Syntactic Analysis of Sentences Containing Arabic Psychological Verbs

Syntactic analysis of complex sentences containing Arabic psychological verbs

“…This research is an extension of our previous work, primarily manifested in the augmentation of our grammatical analyses [1]. We achieved this by creating 40 syntactic grammars within the NooJ platform [35].…”

“…We have already created an extensive dictionary of classified entries to initiate this approach. Using this dictionary, we have developed an analyzer tailored to simple sentences containing Arabic psychological verbs [1]. This first step establishes a basic understanding of linguistic elements associated with psychological verbs in Arabic.…”

“…Today, online users freely express their sentiments across various aspects of life, facilitated by the significant increase in social networks. Sentiment analysis is a critical area of research within natural language processing (NLP), especially given its role in identifying sentiment polarities and shaping decisions based on public opinion [1]. However, sentiment analysis in Arabic presents a unique challenge due to the complicated nature of the language, which includes various dialects and morphological and syntactic complexities.…”

“…This segment plays a pivotal role characterized by its versatility in both compound and recursive structures [16]- [18]. In recent years, most of the existing research in Arabic sentence parsing has focused on simple sentences [1], [16], [19], [20]. The parsing of complex sentences remains relatively in its early stages, with a limited number of studies dealing with this challenge.…”

Lexicon-grammar tables standardization and implementation

“…In the case of Arabic, El Hannach [17] pioneered this approach by studying psychological verbs, qualitative verbs [18], and support verbs [19]. In a parallel effort, Amzali et al [20] created lexicon-grammar tables for psychological verbs, studied their transformations [21], and their syntactic analysis [22]. In a related context, Kourtin et al [23] developed a program to generate NooJ dictionaries from lexicongrammar tables and created lexicon-grammar tables for modern Arabic frozen expressions [24].…”