Alibaba Cloud Developer

Jan 14, 2021 · Artificial Intelligence

How Alibaba’s Induction Networks Enable Few-Shot Learning for Conversational AI

This article reviews Alibaba DAMO’s Conversational AI team research on low‑resource few‑shot learning, introducing induction and dynamic‑memory networks, detailing their architecture, experimental setup on ARSC, ODIC and miniRCV1 datasets, and demonstrating state‑of‑the‑art performance improvements.