HyperPersona: A Multi-Level Hypergraph Framework for Text-Based Automatic Personality Prediction

In three linesHyperPersona introduces a multi-level hypergraph framework for text-based automatic personality prediction. The model represents documents, sentences, and words as hyperedges and nodes, capturing global, local, and lexical dependencies. Evaluated on Big Five personality dimensions, it outperforms existing baselines by leveraging textual hierarchy.

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