3 papers
cs.CL2020
RuSemShift: a dataset of historical lexical semantic change in Russian
Julia Rodina, Andrey Kutuzov
We present RuSemShift, a large-scale manually annotated test set for the task of semantic change modeling in Russian for two long-term time period pairs: from the pre-Soviet throug…
cs.CL2020
ELMo and BERT in semantic change detection for Russian
Julia Rodina, Yuliya Trofimova, Andrey Kutuzov +1
We study the effectiveness of contextualized embeddings for the task of diachronic semantic change detection for Russian language data. Evaluation test sets consist of Russian noun…
cs.CL2019
Tracing cultural diachronic semantic shifts in Russian using word embeddings: test sets and baselines
Vadim Fomin, Daria Bakshandaeva, Julia Rodina +1
The paper introduces manually annotated test sets for the task of tracing diachronic (temporal) semantic shifts in Russian. The two test sets are complementary in that the first on…