olha-kaminska/sentence_similarity

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Created almost 6 years ago
Updated almost 6 years ago

olha-kaminska/sentence_similarity

olha-kaminska

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NLP tools for sentence similarity, text classification, text clusterization etc.

frnn_emotion_detection

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.

Jupyter Notebook

Int20h_Petitions

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

Jupyter Notebook

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.

Jupyter Notebook

frnn_absa

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)