Publications

I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token
Roi Cohen, Konstantin Dobler, Eden Biran, Gerard de Melo
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Knowledge Acquisition through Continued Pretraining is Difficult: A Case Study on r/AskHistorians
Jan Hoffbauer, Sylwester Sawicki, Marc Ulrich, Tolga Buz, Konstantin Dobler, Moritz Schneider, Gerard de Melo
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Language Adaptation on a Tight Academic Compute Budget: Tokenizer Swapping Works and Pure bfloat16 Is Enough
Konstantin Dobler, Gerard de Melo
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Efficient Parallelization Layouts for Large-Scale Distributed Model Training
Johannes Hagemann, Samuel Weinbach, Konstantin Dobler, Maximilian Schall, Gerard de Melo
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FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models
Konstantin Dobler, Gerard de Melo
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Art Creation with Multi-Conditional StyleGANs
Konstantin Dobler, Florian Hübscher, Jan Westphal, Alejandro Sierra-Múnera, Gerard de Melo, Ralf Krestel
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Generation of Bots Based on Observed Behavior
Gregor Berg, Andre Wenz, Bernhard Hoeppner, Thomas Bodner, Olga Cherepanova, Lasse Steffen, Jan Siebert, David Hennemann, Pascal Schulze, Konstantin Dobler, Kris-Fillip Kahl, Paul Beneke, Philipp Hoberg
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