6 citations · 17 across the 15 of their papers we have counts for
3 papers · 1 filter
Extremal Fitting CQs do not Generalize
Balder ten Cate, Maurice Funk, Jean Christoph Jung +1
A fitting algorithm for conjunctive queries (CQs) produces, given a set of positively and negatively labeled data examples, a CQ that fits these examples. In general, there may be…
Towards Ontology Construction with Language Models
Maurice Funk, Simon Hosemann, Jean Christoph Jung +1
We present a method for automatically constructing a concept hierarchy for a given domain by querying a large language model. We apply this method to various domains using OpenAI's…
SAT-Based PAC Learning of Description Logic Concepts
Balder ten Cate, Maurice Funk, Jean Christoph Jung +1
We propose bounded fitting as a scheme for learning description logic concepts in the presence of ontologies. A main advantage is that the resulting learning algorithms come with t…