Beike Product & Technology
Dec 6, 2018 · Artificial Intelligence
Designing and Deploying a Real‑Estate Dialogue System: Architecture, Challenges, and Practices
The talk outlines how Beike built a real‑estate conversational AI platform, covering the market need for dialogue systems, the five technical challenges, data‑driven intent and slot extraction, model choices such as FastText and Bi‑LSTM‑CRF, a three‑layer system architecture, multi‑intent handling, and future directions like 4D viewing and an internal AI dialogue platform.
BILSTM-CRFIntent classificationNLP
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