User Generated Text

User-generated text (UGT) analysis focuses on understanding and extracting meaningful information from informal text created by individuals online. Current research emphasizes leveraging advanced natural language processing (NLP) techniques, including transformer-based models and machine learning classifiers, to analyze UGT for various purposes, such as sentiment analysis, psychological concept extraction, and grammar assessment. These analyses are crucial for understanding public opinion, improving mental health care delivery, and developing more effective educational tools, highlighting the growing importance of UGT in diverse fields.