Training BERT Models to Carry Over a Coding System Developed on One Corpus to Another

arXiv:2308.03742v2 Announce Type: replace
Abstract: This paper describes how we train BERT models to carry over a coding system developed on the paragraphs of a Hungarian literary journal to another. The aim of the coding system is to track trends in the perception of literary translation around the political transformation in 1989 in Hungary. To evaluate not only task performance but also the consistence of the annotation, moreover, to get better predictions from an ensemble, we use 10-fold crossvalidation. Extensive …

arxiv bert bert models coding cs.cl training type