Search Results for author: Niklas Metzger

Found 3 papers, 1 papers with code

Monitoring Second-Order Hyperproperties

no code implementations15 Apr 2024 Raven Beutner, Bernd Finkbeiner, Hadar Frenkel, Niklas Metzger

For the parallel model, we show that the monitoring of the second-order hyperproperties of Hyper$^2$LTL$_f$ can be reduced to monitoring first-order hyperproperties.

Formal Specifications from Natural Language

no code implementations4 Jun 2022 Christopher Hahn, Frederik Schmitt, Julia J. Tillman, Niklas Metzger, Julian Siber, Bernd Finkbeiner

We study the generalization abilities of language models when translating natural language into formal specifications with complex semantics.

Automated Theorem Proving

Attention Flows for General Transformers

1 code implementation30 May 2022 Niklas Metzger, Christopher Hahn, Julian Siber, Frederik Schmitt, Bernd Finkbeiner

In this paper, we study the computation of how much an input token in a Transformer model influences its prediction.

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