От любви до ненависти: распределение эмоциональной лексики в русском рассказе начала XX века

С. 156–166.

Moskvina A., Kirina M.

The paper presents the results of experiments investigating the distribution of emotional vocabulary in Russian short stories of the beginning of the 20th century. The emotionality of words and texts is determined automatically using the methods of distributive semantics, which does not require the use of dictionaries or preliminary data annotation. The results include data on the distribution of emotional vocabulary across stories, as well as a comparison of automatically obtained data with the reader's assessment. The most emotionally charged period turned out to be the first decade of the 20th century, and the prevailing emotion throughout the entire period under consideration is anger.

Keywords: sentiment analysis, distributional semantics, Russian short story, дистрибутивная семантика, сентимент-анализ, русский рассказ, emotional lexicon, эмоциональная лексика

Publication based on the results of: Текст как Big Data: моделирование конвергентных процессов в языке и речи цифровыми методами (2023)

In book

Труды международной конференции «Корпусная лингвистика — 2023»

СПб.: Издательство Санкт-Петербургского государственного университета, 2024.