artificial intelligencenatural language understandingintelligent agentslinguisticsnatural language generationlanguage understanding componentlanguage generation capabilityllm-based agentagent communication languagessemantic evaluationsemanticsknowledge representation and reasoningcomputational linguisticsnatural language processinglanguageautomated reasoninglanguage modelslanguage generation