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Research Topics

Language & Text Understanding

The focal point of this topic is modeling and processing natural language. New, computer-based techniques for processing text, language and knowledge are being developed in line with the needs and requirements of the market. For example, our scientists are investigating the usability and user-friendliness of language technology systems and are designing new evaluation methods for this area.

Projects

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  1. TSS-MoVe - Pilotierung und Evaluation eines verkehrsträgerübergreifenden Technologie-Scouting-Systems für Mobilität und Verkehr

    The early identification and strategic evaluation of technologically relevant developments are crucial to ensuring future-proof and sustainable transportation systems. The project “Cross-Modal…

  2. SiSWiss - Secure language models for knowledge management

    The project aims to ensure the secure use of large language models (LLMs) in companies by developing the Differential Sensitivity Awareness (DSA) framework, which aims to adapt LLMs to manage…

  3. lorAI - Low Resource Artificial Intelligence

    The main objective of the lorAI project is to upgrade the Kempelen Institute of Intelligent Technologies (KInIT) to a leading R&I institution in low resource artificial intelligence (LRAI) in Slovakia…

  4. FITKOTEC_ext - Verlängerung der Untersuchung von Zukunftstechnologien zur Anwendung von der Föderalen IT- Kooperation (FITKO)

    Die Föderale IT-Kooperation (FITKO) beauftragte die Innovation Mine, das DFKI und PROSOZ in 2024 mit der Auswahl, Entwicklung und Evaluation von Anwendungsszenarien für Zukunftstechnologien…

  5. GenKI4Media - Generative AI assistants for the media, cultural and creative sectors

    Generative AI models have made great progress in recent years and have achieved impressive results. However, these models have so far only been of limited use to SMEs, as they are not sufficiently…