no code implementations • 1 Apr 2024 • Phillip Schneider, Tim Schopf, Juraj Vladika, Florian Matthes
Knowledge management is a critical challenge for enterprises in today's digital world, as the volume and complexity of data being generated and collected continue to grow incessantly.
1 code implementation • 2 Feb 2024 • Phillip Schneider, Manuel Klettner, Elena Simperl, Florian Matthes
In this study, we conduct an empirical analysis of conversational large language models in generating natural language text from semantic triples.
1 code implementation • 3 Jan 2024 • Phillip Schneider, Manuel Klettner, Kristiina Jokinen, Elena Simperl, Florian Matthes
Conversational question answering systems often rely on semantic parsing to enable interactive information retrieval, which involves the generation of structured database queries from a natural language input.
1 code implementation • 8 Oct 2023 • Phillip Schneider, Nils Rehtanz, Kristiina Jokinen, Florian Matthes
Exploratory search is an open-ended information retrieval process that aims at discovering knowledge about a topic or domain rather than searching for a specific answer or piece of information.
1 code implementation • 15 Sep 2023 • Juraj Vladika, Phillip Schneider, Florian Matthes
In the digital age, seeking health advice on the Internet has become a common practice.
no code implementations • 24 Mar 2023 • Phillip Schneider, Nils Rehtanz, Kristiina Jokinen, Florian Matthes
By leveraging graph databases to semantically structure news data and implementing an intuitive voice-based interface, our system can help care-dependent people to easily discover relevant news articles and give personalized recommendations.
1 code implementation • 10 Jan 2023 • Phillip Schneider, Anum Afzal, Juraj Vladika, Daniel Braun, Florian Matthes
Conversational search has evolved as a new information retrieval paradigm, marking a shift from traditional search systems towards interactive dialogues with intelligent search agents.
no code implementations • 20 Nov 2022 • Phillip Schneider, Markus Voggenreiter, Abdullah Gulraiz, Florian Matthes
Over the last years, software development in domains with high security demands transitioned from traditional methodologies to uniting modern approaches from software development and operations (DevOps).
1 code implementation • 30 Sep 2022 • Phillip Schneider, Tim Schopf, Juraj Vladika, Mikhail Galkin, Elena Simperl, Florian Matthes
In pace with developments in the research field of artificial intelligence, knowledge graphs (KGs) have attracted a surge of interest from both academia and industry.