Building the next generation of meaning-aware computational systems that understand context, relationships, and the deeper meaning behind data.
Our Semantic Computing research focuses on creating computational systems that can understand and work with meaning, not just data. We're developing the foundational technologies for the next generation of AI systems that can truly comprehend context, relationships, and the deeper significance of information.
By combining insights from linguistics, cognitive science, and computer science, we're building systems that can reason about meaning, understand ambiguity, and make contextually appropriate decisions.
Developing computational systems that can understand and manipulate meaning, going beyond pattern matching to true semantic understanding.
Building systems that can reason about context and adapt their understanding based on situational factors and background knowledge.
Creating frameworks for integrating information from multiple sources while preserving and leveraging semantic relationships.
Developing techniques for handling and resolving ambiguity in natural language and other forms of human communication.
Building search systems that understand the intent and meaning behind queries, not just the words used to express them.
Creating systems that can discover new knowledge and insights by understanding the semantic relationships in existing information.
Our semantic computing technologies are enabling the development of information systems that can understand user intent, provide contextually relevant results, and adapt to individual preferences and needs.
We're building systems that can perform complex reasoning tasks by understanding the meaning and relationships in knowledge bases, enabling automated decision-making and problem-solving.
Our semantic computing approaches are advancing the ability of systems to understand and work with content across multiple modalities, including text, images, and audio.
By understanding the semantic context of user interactions, we're enabling the development of AI systems that can provide truly personalized experiences and recommendations.
Coming November 2025 — arXiv preprint
A novel framework for semantic computing that treats meaning as a computational resource that can be optimized and manipulated.
Coming December 2025 — arXiv preprint
Advanced techniques for building computational systems that can understand and adapt to contextual information and situational factors.
Interested in building the future of semantic computing? We're looking for researchers, engineers, and linguists who want to help create computational systems that truly understand meaning.
Contact: [email protected]