RESEARCHarXiv CS.CL·19d ago
Pseudo-Siamese Network for Planning in Target-Oriented Proactive Dialogues
The paper proposes a Forward-Focused Bidirectional Pseudo-Siamese Network (FF-BPSN) for planning dialogue paths in target-oriented proactive dialogue systems. This network uses identical transformer-based decoders for bidirectional planning and integrates information to construct a forward path, guiding language models in response generation.
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