Application Automatic categorization of online store items from product descriptions 16. November 2022 When shopping online, users expect a wide range of products that can no longer be managed manually. Standard online... read more
Research Interpreting word representations and topic analysis using matrix factorization 14. April 2021 Word embeddings play a central role in the machine analysis of texts. A central problem in the computer-driven... read more
Basics Capturing the meaning of words through vectors 10. March 2021 The meaning of a word is often not apparent solely from its spelling. For instance, “sofa” and “couch” both... read more
Application Automated Keyword Assignment for Short Texts 13. January 2021 Databases containing extensive text collections, such as news articles, publications, or patents, are often... read more
