Projects

PRIMA-AI – Prospectively investigating the impact of AI on shared decision making in post-kidney transplant care

Health care is undergoing a transformation from a paternalistic to a patient-centred approach. Medical decision-making is therefore a collaborative …

Data4Transparency – Data Science and NLP for transparency

According to the World Bank and the UN, some US$1tn is paid in bribes every year. Corrupt financial transactions divert funds from legitimate public …

KiBATIN – AI-based assistance system for triaging in the emergency room

In emergency rooms, speed is of the essence. According to the regulations on emergency care, emergency staff must assess within ten minutes how …

Text2Tech – Deep Learning-based Text Mining for Technology Monitoring in the Automotive Domain

The observation and analysis of strategic developments in the area surrounding the technology base of a company's products and services is a decisive …

TL Cybermapping – TransferLab Cybermapping

Cooperation between DFKI and Deutsche Bundesbank in a transfer lab on various topics in the financial sector, e.g. the detection of errors and …

SDE – Smart Dialogue Engine - AI model for controlling the dialog behavior of digital telephone assistants

The aim of the project is to research an AI model (Smart Dialogue Engine, SDE) that better adapts the dialogue behavior (course, choice of words, …

KIForPol – TransferLab KI-Forschung für die Polizei

The German Research Center for Artificial Intelligence (DFKI) operates the TransferLab "AI Research for the Police" (KIForPol) at its Kaiserslautern …

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 …

SmartVigilance – Regulatorische Compliance durch KI-basierte Umfeldüberwachung in der Medizintechnik

Hersteller von Medizinprodukten unterliegen strengen Regulierungen hinsichtlich der Sicherheit ihrer Produkte. Regulierungen betreffen sowohl die …

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 …