Controllable Language Modelling

In the field of natural language processing, Controllable Language Modelling (CLM) is an advanced technique whose core objective is to generate text that meets specific requirements based on unsupervised pre-training of language models. By incorporating particular control attributes such as topic, sentiment, and more, this technology not only enhances the relevance and consistency of the generated text but also plays a significant role in various application scenarios, including intelligent writing, sentiment analysis, and content recommendation, thereby meeting users' demands for text quality and diversity.