Addressing natural language understanding, generation, and sentiment analysis, this session focuses on NLP techniques and their applications in chatbots, language translation, and information retrieval systems. Discussions will explore challenges in NLP, such as semantic understanding and context awareness, and highlight breakthroughs in language modeling (e.g., transformers). Advancements in NLP are essential for enhancing human-computer interaction, enabling automated text analysis, and extracting insights from unstructured data. By showcasing NLP innovations, this session aims to accelerate research in language technologies and foster the development of AI-powered applications that improve communication and information access