Pragmatics and Artificial Intelligence Conversational Systems: Enhancing Semantic Understanding in Pakistani Language Documentation
Tanzila Abbas, Zaffar Iqbal Bhatti, Majid Ali · Pakistan Social Sciences Review · 2025
The present study aims to analyze that how pragmatics and artificial intelligence conversational systems is enhancing semantic understanding in Pakistani language documentation. The study utilizes content analysis approach and the population of the study was the Pakistani newspapers. A sample of thirty newspapers was selected to find that how pragmatics and artificial intelligence conversational systems is enhancing semantic understanding in Pakistani language documentation. The collected data was analyzed by using content analysis approach and later the analyzed data was presented in the tables. The findings of the research divulged some examples that are increasing semantic understanding in Urdu and Punjabi language documentation semantically with Artificial Intelligence (AI). In the end on the base of these findings the researchers presented some recommendations for the future scholars and researchers.