TaskBot

58 Tech

Jul 4, 2019 · Artificial Intelligence

TaskBot Task-Oriented Dialogue System: Intent‑Entity Joint Recognition and Dialogue Management

The article presents TaskBot, a modular task‑oriented dialogue robot that uses a Bi‑LSTM‑CRF joint intent‑entity model and a state‑machine based dialogue manager to handle multi‑turn conversations such as flight booking or rental housing, detailing its architecture, implementation, and performance.