searayeah/russian-sentiment-emotion-datasets

A collection of Russian sentiment and emotion text classification datasets

Python

9 commits

updated Aug 26, 2023

README

russian-sentiment-emotion-datasets

This is a collection of Russian sentiment and emotion text classification datasets for an easy download. The sentiment datasets are the ones Smetatin reviewed in their article. The single emotion classification dataset CEDR is the only one I found for emotion classifiction in Russian. Additionally, I have a translated GoEmotions dataset available on this Github repository.

Sentiment classification datasets

Dataset	Where I downloaded it
SentiRuEval-2015	Their Google drive (subtask-2) and Some Github repository (subtask-1)
SentiRuEval-2016	Their Github or Google Drive
RuTweetCorp	Some Github repository or Other Github repository
Linis-Crowd-2015	Their official website
Linis-Crowd-2016	Their official website
RuSentiment	Fork of their official repository before deletion
Kaggle-Russian-News	Kaggle page
RuReviews	Official GitHub repository

Emotion classification datasets

Dataset	Where I downloaded it
CEDR	Hugging Face page
ru_goemotions	Hugging Face page

Extra

Not working (might be official) download links for SentiRuEval-2015:

emotion-detection

russian

sentiment-analysis

Similar repos

searayeah/ru-goemotions

Russian translation of the GoEmotions dataset

same org

searayeah/bert-russian-sentiment-emotion

Russian sentiment and emotion text classification project using BERT models

same org

seara/ru_go_emotions

Dataset

Description

google-research-datasets/go_emotions

Dataset

Dataset Card for GoEmotions

276

dair-ai/emotion_dataset

😄 Dataset for Emotion Recognition Research

223

sismetanin/sentiment-analysis-in-russian

Fine-tuned Multilingual BERT and Multilingual USE for sentiment analysis in Russian. RuReviews,…

seara/rubert-base-cased-cedr-russian-emotion

Model

This is RuBERT model fine-tuned for __emotion classification__ of short __Russian__ texts.

seara/rubert-base-cased-ru-go-emotions