MAGO: Multi-Knowledge Aware and Global Strategy Sequence Optimizing Network for Emotional Support Conversation

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Qijun Xie, Wei Peng

Published: 01 Jan 2025, Last Modified: 16 Jun 2025Neurocomputing 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Integrating multiple external knowledge, globally selecting the optimal strategy.•Multi-Knowledge Aware Integrator leverages both commonsense and conceptual knowledge.•The Strategy-Constrained Conditional Random Field optimizes the strategy sequence.