11 citations · 11 across the 6 of their papers we have counts for
4 papers · 1 filter
Training and Evaluation of Guideline-Based Medical Reasoning in LLMs
Michael Staniek, Artem Sokolov, Stefan Riezler
Machine learning for early prediction in medicine has recently shown breakthrough performance, however, the focus on improving prediction accuracy has led to a neglect of faithful…
Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap
Michael Staniek, Raphael Schumann, Maike Züfle +1
We present Text-to-OverpassQL, a task designed to facilitate a natural language interface for querying geodata from OpenStreetMap (OSM). The Overpass Query Language (OverpassQL) al…
Error-Aware Interactive Semantic Parsing of OpenStreetMap
Michael Staniek, Stefan Riezler
In semantic parsing of geographical queries against real-world databases such as OpenStreetMap (OSM), unique correct answers do not necessarily exist. Instead, the truth might be l…
Assessing the Difficulty of Classifying ConceptNet Relations in a Multi-Label Classification Setting
Maria Becker, Michael Staniek, Vivi Nastase +1
Commonsense knowledge relations are crucial for advanced NLU tasks. We examine the learnability of such relations as represented in CONCEPTNET, taking into account their specific p…