◕ Generative Artificial Intelligence and Natural Language Processing 

· Speech Recognition and Synthesis 

· Knowledge acquisition 

· Generative information retrieval 

· Text classification 

· Information extraction 

· Document identification 

· Large language model 

· Causal inference 

◕ Artificial Intelligence Generates Content 

· Deep Learning

· Image Generation

· Video Generation

· Data Augmentation

· Augmented Reality

· Virtual Reality

· Multimedia Analysis

· Machine Reasoning

· Visual Content Generation

· Image Editing

· Artificial Neural Networks

◕ Generative Artificial Intelligence and Information Security  

· Generative modeling technology 

· Language pre-training 

· Visual pre-training 

· Joint pre-training 

· Autoregressive model 

· Legitimate Use of Generative AI 

· Information and Privacy Protection 

· Intrusion detection technology 

· Security detection and monitoring technology 

· Decryption and encryption technology