olha-kaminska Goto Github PK
Name: Olha Kaminska
Type: User
Company: Wise
Bio: Junior Data Scientist in Wise
Location: Tallinn, Estonia
Name: Olha Kaminska
Type: User
Company: Wise
Bio: Junior Data Scientist in Wise
Location: Tallinn, Estonia
Part of the Academic Website Workshop
Our project at Advanced Algorithmics in University of Tartu
Bachelor thesis "Comparison of some methods of machine learning for the analysis of text information" at Kyiv Polytechnic Institute, Institute of Applied Systems Analysis.
Example github.io page
Our team's solution for Paulig challenge at Junction-2021
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)
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.
Project for "Int20h" Hackathon (Kyiv, Ukraine 2018). First place in "Data Science" branch.
Master thesis "Entity linking via topic models in Apache Spark" made in Tartu University with support of Inforegister company.
Final project for "Natural Language Processing" course at University of Tartu. December 2017.
My personal blog
Oxford Deep NLP 2017 course - Practical 1: word2vec
My homework for android-development course prog.kiev.ua.
"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.
NLP tools for sentence similarity, text classification, text clusterization etc.
Slate is a Jekyll theme for GitHub Pages
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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Open source projects and samples from Microsoft.
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Data-Driven Documents codes.
China tencent open source team.