Comparative analysis of Deep Learning and Machine Learning algorithms for emoji prediction from Arabic text

Author:

Mokhamed Takua,Harous SaadORCID,Hussein Nada,Ismail HebaORCID

Publisher

Springer Science and Business Media LLC

Reference52 articles.

1. Al-Azani S, El-Alfy E-S (2021) Early and late fusion of emojis and text to enhance opinion mining. IEEE Access 9:121031–121045. https://doi.org/10.1109/ACCESS.2021.3108502

2. Alruily M (2021) Classification of arabic tweets: a review. Electronics 10(10):1143. https://doi.org/10.3390/electronics10101143

3. Sklearn.Feature_extraction.Text.TfidfVectorizer—Scikit-Learn 1.3.2 Documentation. https://scikit-learn.org/stable/modules/generated/sklearn.feature_extraction.text.TfidfVectorizer Accessed: 2023-08-16.

4. Tf.Keras.Preprocessing.Text.Tokenizer | TensorFlow v2.14.0

5. Twitter Emoji Prediction | Kaggle. https://www.kaggle.com/datasets/hariharasudhanas/twitter-emoji-prediction Accessed: 2023-08-16.

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