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olha-kaminska / frnn_emotion_detection

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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.

nlp machine-learning text-classification text-processing semeval emotion-analysis nlp-machine-learning fuzzy-logic conference-paper emotion-detection emotion-recognition irony journal-article irony-detection fuzzy-rough-set hate-speech-detection frnn hate-speech-tweets frnn-owa semeval-2022
  • Updated Mar 22, 2023
  • Jupyter Notebook

marwanalomari / Fuzzy-Rough-Nearest-Neighbor-FRNN-algorithm

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This python program classifies text instances based on the lower and upper approximation of x to all the lables. This program developed based on Fuzzy Rough Nearest Neighbor (FRNN) algorithm described in the article: Jensen, R., & Cornelis, C. (2011). Fuzzy-rough nearest neighbor classification and prediction. Theoretical Computer Science, 412(4…

fuzzy-logic prediction-algorithm frnn
  • Updated Jul 2, 2019
  • Python

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