Pointing out the Shortcomings of Relation Extraction Models with Semantically Motivated Adversarials

no code implementations • 29 Feb 2024 • Gennaro Nolano, Moritz Blum, Basil Ell, Philipp Cimiano

For instance, in the context of relation extraction (RE), we would expect a model to identify the same relation independently of the entities involved in it.

Avg Relation +2

Insights from an OTTR-centric Ontology Engineering Methodology

no code implementations • 22 Sep 2023 • Moritz Blum, Basil Ell, Philipp Cimiano

Furthermore, we find that because OTTR templates encapsulate modeling decisions, the engineering process becomes flexible, meaning that design decisions can be changed at little cost.

Large Language Models on Wikipedia-Style Survey Generation: an Evaluation in NLP Concepts

1 code implementation • 21 Aug 2023 • Fan Gao, Hang Jiang, Rui Yang, Qingcheng Zeng, Jinghui Lu, Moritz Blum, Dairui Liu, Tianwei She, Yuang Jiang, Irene Li

Educational materials such as survey articles in specialized fields like computer science traditionally require tremendous expert inputs and are therefore expensive to create and update.

Hallucination Machine Translation +1