(The following topics include but are not limited to)
Track 1: Natural Language Processing
Optimization and lightweight deployment of large language model architectures
Multimodal semantic understanding and generation technologies
Low-resource and cross-language NLP methods
Text mining and knowledge graph construction
Text mining and knowledge graph construction
Sentiment analysis and social public opinion calculation
Dialogue systems and human-computer interaction technologies
Natural language generation and text style transfer
Research on semantic representation and reasoning mechanisms
Explainability and ethical alignment framework
Domain adaptation and transfer learning
Multi-task learning and meta-learning strategies
Optimization of speech recognition systems
Speech synthesis, language models, and machine translation
Human-computer interaction, semantic understanding, and text analysis, etc.
Track 2: Social Computing
Social network analysis and modeling of group dynamics
Information dissemination and influence calculation
False information detection and governance mechanisms
Prediction and guidance of network group behavior
Social perception and urban computing
Digital governance and innovation in public services
Algorithm fairness and digital inclusiveness
Cultural computing and social trend analysis
Intelligent systems for crisis warning and emergency management
Human-machine collaborative decision support platforms
Data privacy and computational ethics
Social simulation and policy evaluation and reasoning
Track 3: Digital Humanities
Digitalization and semantic annotation of cultural heritage texts
Intelligent processing and knowledge discovery of historical documents
Digital narrative and immersive cultural experiences
Visual and analytical visualization of humanistic big data
Literary computing and style measurement research
Digital archaeology and time-space reconstruction technologies
Digital protection of intangible cultural heritage
Multilingual cultural resource cross-modal retrieval
Construction and application of humanistic knowledge graphs
Innovations in digital humanities research methodologies
Smart services of cultural memory institutions
Construction of digital humanities education platforms
Analysis of cultural dissemination supported by social computing
Human-oriented explainable artificial intelligence guided by humanities ......