Chun Dong

Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling

Topic modelling, as a well-established unsupervised technique, has found extensive use in automatically detecting significant topics within a corpus of documents. However, classic topic modelling approaches (e.g., LDA) have certain drawbacks, such as the lack of semantic understanding and the presen…