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From Calculation to Adjudication: Examining LLM judges on Mathematical Reasoning Tasks
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Andreas Stephan, Dawei Zhu, Matthias Aßenmacher, Xiaoyu Shen, Benjamin Roth
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Text-Guided Alternative Image Clustering
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Andreas Stephan, Lukas Miklautz, Collin Leiber, Pedro Henrique Luz De Araujo, Dominik Répás, Claudia Plant, Benjamin Roth
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Text-Guided Alternative Image Clustering
Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency
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Vasiliki Kougia, Anastasiia Sedova, Andreas Stephan, Klim Zaporojets, Benjamin Roth
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Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency
The Impact of Cluster Centroid and Text Review Embeddings on Recommendation Methods
Recommendation systems often neglect global patterns that can be provided by clusters of similar items or even additional information …
Peter Dolog, Ylli Sadikaj, Yllka Velaj, Andreas Stephan, Benjamin Roth, Claudia Plant
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Text-Guided Image Clustering
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Andreas Stephan, Lukas Miklautz, Kevin Sidak, Jan Philip Wahle, Bela Gipp, Claudia Plant, Benjamin Roth
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Counterfactual Reasoning with Knowledge Graph Embeddings
Knowledge graph embeddings (KGEs) were originally developed to infer true but missing facts in incomplete knowledge repositories.In …
Lena Zellinger, Andreas Stephan, Benjamin Roth
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Counterfactual Reasoning with Knowledge Graph Embeddings
Seeing through the mess: evolutionary dynamics of lexical polysemy
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Andreas Baumann, Andreas Stephan, Benjamin Roth
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Seeing through the mess: evolutionary dynamics of lexical polysemy
Towards Enhancing Deep Active Learning with Weak Supervision and Constrained Clustering
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Matthias Aßenmacher, Lukas Rauch, Jann Goschenhofer, Andreas Stephan, Bernd Bischl, Benjamin Roth, Bernhard Sick
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Weaker Than You Think: A Critical Look at Weakly Supervised Learning
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Dawei Zhu, Xiaoyu Shen, Marius Mosbach, Andreas Stephan, Dietrich Klakow
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Weaker Than You Think: A Critical Look at Weakly Supervised Learning
SepLL: Separating Latent Class Labels from Weak Supervision Noise
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Andreas Stephan, Vasiliki Kougia, Benjamin Roth
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SepLL: Separating Latent Class Labels from Weak Supervision Noise