HyPE encodes personas as category-induced hypergraphs with persistent edge embeddings and reports consistent gains over sentence pooling on PersonaChat for GPT-2, LLaMA-3.2-3B and Qwen2.5-3B under greedy decoding.
Preprint, arXiv:2502.18125
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HyPE: Category-Aware Hypergraph Encoding with Persistent Edge Embeddings for Persona-Grounded Dialogue
HyPE encodes personas as category-induced hypergraphs with persistent edge embeddings and reports consistent gains over sentence pooling on PersonaChat for GPT-2, LLaMA-3.2-3B and Qwen2.5-3B under greedy decoding.