Artificial intelligence models used to detect depression on social media are often biased and methodologically flawed, ...

In this study, the BiLSTM model is used to improve the accuracy of sentiment analysis. Firstly, CNN, LSTM and their bidirectional version BiLSTM are introduced, highlighting their advantages in ...

The paper explores the application of deep learning techniques to sentiment analysis on social media platforms. It contrasts these advanced methods with conventional machine learning algorithms and ...