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Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Appendix for " Topic Modeling Revisited: A Document Graph-based Neural Network Perspective " A Appendix

Neural Information Processing SystemsAug-15-2025, 08:49:35 GMT

Here, we display additional material to support our content in the main manuscript, including: - The mathematical notations in Table S1. The word set for the document d, i.e., V The word edge set for the document d . The placeholder set for the document d, i.e., V The placeholder edge set for the document d. The parameter to describe the distribution over word edges for k -th topic. The word edge set among the nodes with the topic assignment k in the document d.

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