Publications

mAceReason-Math: A Dataset of High-Quality Multilingual Math Problems Ready For RLVR
Konstantin Dobler, Simon Lehnerer, Federico Scozzafava, Jonathan Janke, Mohamed Ali
PDF arXiv BibTeX Dataset
Multilingual Reasoning Gym: Multilingual Scaling of Procedural Reasoning Environments
Konstantin Dobler, Simon Lehnerer, Federico Scozzafava, Jonathan Janke, Mohamed Ali
PDF arXiv BibTeX Code
CommonLID: Re-evaluating State-of-the-Art Language Identification Performance on Web Data
Pedro Ortiz Suarez, Laurie Burchell, Catherine Arnett (+94 more authors incl. Konstantin Dobler)
PDF arXiv BibTeX Dataset
Token Distillation: Attention-aware Input Embeddings for New Tokens
Konstantin Dobler, Desmond Elliott, Gerard de Melo
PDF arXiv BibTeX Code
I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token
Roi Cohen, Konstantin Dobler, Eden Biran, Gerard de Melo
PDF arXiv BibTeX
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
PDF BibTeX Code
Language Adaptation on a Tight Academic Compute Budget: Tokenizer Swapping Works and Pure bfloat16 Is Enough
Konstantin Dobler, Gerard de Melo
PDF arXiv BibTeX Code
Efficient Parallelization Layouts for Large-Scale Distributed Model Training
Johannes Hagemann, Samuel Weinbach, Konstantin Dobler, Maximilian Schall, Gerard de Melo
PDF arXiv BibTeX Code
FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models
Konstantin Dobler, Gerard de Melo
PDF arXiv BibTeX Code
Art Creation with Multi-Conditional StyleGANs
Konstantin Dobler, Florian HĂŒbscher, Jan Westphal, Alejandro Sierra-MĂșnera, Gerard de Melo, Ralf Krestel
PDF arXiv BibTeX Code Video
Generation of Bots Based on Observed Behavior
Gregor Berg, Andre Wenz, Bernhard Hoeppner (+10 more authors incl. Konstantin Dobler)
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