3

I Don't Know: Explicit Modeling of Uncertainty with an [IDK] Token
NeurIPS 2024
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
KnowLLM@ACL 2024
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
WANT@ICML 2024
Konstantin Dobler, Gerard de Melo
PDF arXiv BibTeX Code
Efficient Parallelization Layouts for Large-Scale Distributed Model Training
COLM 2024, previously WANT@NeurIPS 2023 (Best Paper Award)
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
EMNLP 2023
Konstantin Dobler, Gerard de Melo
PDF arXiv BibTeX Code