The 7th International Conference on Natural Language Computing and AI (NLCAI 2026) serves as a premier global forum for presenting and discussing the latest breakthroughs in natural language processing, artificial intelligence, and intelligent language technologies. As the field undergoes a profound transformation driven by large language models, multimodal systems, and agentic AI, NLCAI 2026 aims to bring together researchers, practitioners, and innovators to explore the next generation of language centric intelligence.