Latent Feature-based Data Splits to Improve Generalisation Evaluation: A Hate Speech Detection Case Study

1 code implementation • 16 Nov 2023 • Maike Züfle, Verna Dankers, Ivan Titov

We challenge hate speech models via new train-test splits of existing datasets that rely on the clustering of models' hidden representations.

Hate Speech Detection

Text-to-OverpassQL: A Natural Language Interface for Complex Geodata Querying of OpenStreetMap

1 code implementation • 30 Aug 2023 • Michael Staniek, Raphael Schumann, Maike Züfle, Stefan Riezler

We present Text-to-OverpassQL, a task designed to facilitate a natural language interface for querying geodata from OpenStreetMap (OSM).