Projects

TRAILS – Trustworthy and Inclusive Machines

Natural language processing (NLP) has demonstrated impressive performance in some human tasks. To achieve such performance, current neural models need …

FITKOTEC – Untersuchung von Zukunftstechnologien zur Anwendung von der Föderalen IT- Kooperation (FITKO)

Die Föderale IT-Kooperation (FITKO) beauftragt die Innovation Mine, das DFKI und PROSOZ mit der Auswahl, Entwicklung und Evaluation dreier …

Luminous – Language Augmentation for Humanverse

LUMINOUS aims at the creation of the next generation of Language Augmented XR systems, where natural language-based communication and Multimodal Large …

StereOFF – Automatisierte Identifikation und Analyse von Geschlechterstereotypen

Geschlechterstereotype sind eine der Hauptursachen für Geschlechterungleichheiten. Diese Herausforderung möchte StereOFF angehen. …

ToHyVe – Toolbox für Hybride Veranstaltungsformate

The changes in business communications triggered by the COVID 19 crisis will be lasting. Companies have learned that a large proportion of meetings …

Emonymous – Emonymous

Interactive intelligent speech technologies are conquering our homes. In the Emonymous project, we are pursuing the goal of completely anonymizing a …

NotAs – Multilingualer Notruf Assistenz: Unterstützung der Notrufaufnahme durch KI-basierte Sprachverarbeitung

NotAs explores the feasibility of an AI-supported emergency call assistant to support dispatchers in a 112-call center in handling foreign language …

CORA4NLP – Co(n)textual Reasoning and Adaptation for Natural Language Processing

Language is implicit - it omits information. Filling this information gap requires contextual inference, background- and commonsense knowledge, and …

XAINES – Explaining AI with Narratives

In the XAINES project, the aim is not only to ensure explainability, but also to provide explanations (narratives). The central question is whether AI …

IMPRESS – Improving Embeddings with Semantic Knowledge

Virtually all NLP systems nowadays use vector representations of words, a.k.a. word embeddings. Similarly, the processing of language combined with …