Search Results for author: Christopher Lohse

Found 3 papers, 2 papers with code

Causal Temporal Graph Convolutional Neural Networks (CTGCN)

no code implementations16 Mar 2023 Abigail Langbridge, Fearghal O'Donncha, Amadou Ba, Fabio Lorenzi, Christopher Lohse, Joern Ploennigs

Our CTGCN architecture is based on a causal discovery mechanism, and is capable of discovering the underlying causal processes.

Causal Discovery

Syrupy Mouthfeel and Hints of Chocolate -- Predicting Coffee Review Scores using Text Based Sentiment

1 code implementation29 Jan 2023 Christopher Lohse, Jeroen Lemsom, Athanasios Kalogiratos

This paper uses textual data contained in certified (q-graded) coffee reviews to predict corresponding scores on a scale from 0-100.

regression

Towards Interpretable Summary Evaluation via Allocation of Contextual Embeddings to Reference Text Topics

1 code implementation25 Oct 2022 Ben Schaper, Christopher Lohse, Marcell Streile, Andrea Giovannini, Richard Osuala

Despite extensive recent advances in summary generation models, evaluation of auto-generated summaries still widely relies on single-score systems insufficient for transparent assessment and in-depth qualitative analysis.

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