PALANG2000 is a groundbreaking framework designed to enhance our potential to understand complex languages. By leveraging cutting-edge techniques, PALANG2000 seeks to bridge the divide in language understanding by delivering a in-depth toolset for processing natural language. This project has the potential to impact various sectors, including resea