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Olha Kaminska's Projects

algo_project icon algo_project

Our project at Advanced Algorithmics in University of Tartu

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Bachelor thesis "Comparison of some methods of machine learning for the analysis of text information" at Kyiv Polytechnic Institute, Institute of Applied Systems Analysis.

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The code for the paper "Fuzzy Rough Nearest Neighbour Methods for Aspect-Based Sentiment Analysis" by O. Kaminska, C. Cornelis, and V. Hoste published to the Electronics journal, particularly, the special issue AI for Text Understanding (Volume 12, 2023)

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Code for 3 papers: 1) "Fuzzy-Rough Nearest Neighbour Approaches for Emotion Detection in Tweets"; 2) "LT3 at SemEval-2022 Task 6: Fuzzy-Rough Nearest neighbor Classification for Sarcasm Detection"; 3) "Fuzzy Rough Nearest Neighbour Methods for Detecting Emotions, Hate Speech and Irony" by O. Kaminska, Ch. Cornelis and V. Hoste.

int20h_petitions icon int20h_petitions

Project for "Int20h" Hackathon (Kyiv, Ukraine 2018). First place in "Data Science" branch.

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Master thesis "Entity linking via topic models in Apache Spark" made in Tartu University with support of Inforegister company.

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Final project for "Natural Language Processing" course at University of Tartu. December 2017.

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Oxford Deep NLP 2017 course - Practical 1: word2vec

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"Word2Vec for Russian text" - my project for course "Scientific Data Computing" in University of Tartu. It was presented as 20-minutes talk on 6th Estonian Digital Humanities Conference at September 2018.

slate icon slate

Slate is a Jekyll theme for GitHub Pages

wknn_emotion_detection icon wknn_emotion_detection

The code for the paper "Nearest neighbour approaches for Emotion Detection in Tweets" by O. Kaminska, Ch. Cornelis and V. Hoste, presented at WASSA workshop (AECL 2021) as a poster.

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