pkchat-focus/FoCus
Source codes and dataset of Call for Customized Conversation: Customized Conversation Grounding Persona and Knowledge
Implements transformer-based dialogue models that jointly ground responses in both persona attributes and knowledge bases, trained with PyTorch on the FoCus dataset (12.5K dialogues with dual-source annotations). The architecture leverages HuggingFace transformers and PyTorch Ignite for training, with classification modules to dynamically select between persona-only, knowledge-only, or persona-knowledge grounded response generation.
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Python
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Aug 04, 2023
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