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.