For the purpose of identifying cyberbullying in texts with mixed Hindi–English (Hinglish) and English codes, Malte et al. [28] proposed a deep learning generative method. Bidirectional transformer-based BERT architecture was used in this technique. The proposed architecture yielded state-of-the-art...
Words in the text adding no meaning to the sentence were ceased; they would not affect text processing for the defined purpose and be removed from the vocabulary to reduce noise and the dimension of the feature set. Table 2 shows the experimental parameters and layers of the proposed model. ...
We understand that accent markers have substantial meaning in some languages, but felt that the benefits of reducing the effective vocabulary make up for this. Generally the strong contextual models of BERT should make up for any ambiguity introduced by stripping accent markers. List of Languages ...
ChatGPT;language generation;natural language processing (NLP);cybersecurity;ChatGPT applications 1. Introduction ChatGPT is a sophisticated chatbot developed with OpenAI. It is based on the GPT (Generative Pre-Trained Transformer) language model technology and is capable of understanding and interpreting...