Discover sismetanin/sentiment-analysis-in-russian Open Source project

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Apache License 2.0
Created almost 5 years ago
Updated over 1 year ago

sismetanin

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Fine-tuned Multilingual BERT and Multilingual USE for sentiment analysis in Russian. RuReviews, RuSentiment, Kaggle Russian News Dataset, LINIS Crowd, and RuTweetCorp were utilized as training data.

word2vec-tsne

Google News and Leo Tolstoy: Visualizing Word2Vec Word Embeddings using t-SNE.

Jupyter Notebook

sentiment-analysis-of-tweets-in-russian

Sentiment analysis of tweets in Russian using Convolutional Neural Networks (CNN) with Word2Vec embeddings.

Jupyter Notebook

emosense-semeval2019-task3-emocontext

Deep-learning system presented in "EmoSence at SemEval-2019 Task 3: Bidirectional LSTM Network for Contextual Emotion Detection in Textual Conversations" at SemEval-2019.

Jupyter Notebook

toxic-comments-detection-in-russian

Toxic Comments Detection in Russian.

rureviews

An automatically annotated sentiment analysis dataset of product reviews in Russian.

dialogflow-giphy-nodejs

Google Assistant app, built using Dialogflow (configured for Russian) and Cloud Functions for Firebase (Node.js), to find the best GIFs.

JavaScript

rusentitweet

Jupyter Notebook

rusentiment-enriched

sismetanin/sentiment-analysis-in-russian

sismetanin

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