DataFunTalk
Mar 9, 2020 · Artificial Intelligence
Microsoft XiaoIce: Architecture and Techniques for Persona‑Driven Conversational AI
The article presents an in‑depth overview of Microsoft XiaoIce’s conversational AI platform, covering system classification, the three major dialogue directions, long‑term conversation handling, query understanding and rewriting, few‑shot learning with prototypical networks, retrieval and generation models, empathy modeling, and the concept of AI beings for building personalized chatbots.
AI beingsconversational AIdialogue systems
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