GitHub topics: textrepresentation
steveee27/Emotion-Text-Classification-in-Social-Media-Using-Multiple-Text-Representation-and-Deep-RNN
This project explores emotion classification in social media texts using multiple text representation techniques (TF-IDF, Word2Vec, GloVe) and deep recurrent neural networks (GRU, LSTM, Bi-GRU, Bi-LSTM). The best model achieved an F1-Score of 0.9248, with Word2Vec and Bi-LSTM outperforming other combinations.
Language: Jupyter Notebook - Size: 22 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
avinashmyerolkar/Natural_Language_Processing
The "Bag of Words" (BoW) is a basic and fundamental technique in Natural Language Processing (NLP) for representing text data as numerical features that can be used in machine learning models.
Language: Jupyter Notebook - Size: 12.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
lorenzlorg/Text-Mining-and-Search
Progetto Text Mining and Search
Language: Jupyter Notebook - Size: 8.97 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 1
