18 citations · 24 across the 3 of their papers we have counts for
3 papers
Vocabulary Transfer for Biomedical Texts: Add Tokens if You Can Not Add Data
Priyanka Singh, Vladislav D. Mosin, Ivan P. Yamshchikov
Working within specific NLP subdomains presents significant challenges, primarily due to a persistent deficit of data. Stringent privacy concerns and limited data accessibility oft…
Fine-Tuning Transformers: Vocabulary Transfer
Vladislav Mosin, Igor Samenko, Alexey Tikhonov +2
Transformers are responsible for the vast majority of recent advances in natural language processing. The majority of practical natural language processing applications of these mo…
Do Data-based Curricula Work?
Maxim K. Surkov, Vladislav D. Mosin, Ivan P. Yamshchikov
Current state-of-the-art NLP systems use large neural networks that require lots of computational resources for training. Inspired by human knowledge acquisition, researchers have…