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Sergey Smetanin's Projects

dialogflow-giphy-nodejs icon dialogflow-giphy-nodejs

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

emosense-semeval2019-task3-emocontext icon 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.

rureviews icon rureviews

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

sentiment-analysis-in-russian icon sentiment-analysis-in-russian

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 icon word2vec-tsne

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

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