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Open-domain Dialogue

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DataFunSummit
DataFunSummit
Feb 24, 2023 · Artificial Intelligence

Baidu PLATO Open‑Domain Dialogue Model: Technology, Challenges, and Applications

The article presents Baidu's PLATO open‑domain dialogue system, detailing its evolution from expert‑rule to retrieval‑based and large‑scale generative models, describing its hidden‑variable architecture, major research challenges such as persona stability, long‑term memory, knowledge accuracy, and showcasing real‑world applications and Q&A from a DataFunSummit2022 livestream.

AIOpen-domain DialoguePLATO
0 likes · 25 min read
Baidu PLATO Open‑Domain Dialogue Model: Technology, Challenges, and Applications
DataFunTalk
DataFunTalk
Oct 7, 2022 · Artificial Intelligence

Overview of Baidu's PLATO Open‑Domain Dialogue Technology, Challenges, and Applications

This article introduces Baidu's PLATO open‑domain dialogue technology, explains the evolution from rule‑based to retrieval‑based and large‑scale generative models, discusses major challenges such as persona stability, long‑term memory, knowledge accuracy, and proactive conversation, and showcases real‑world applications and Q&A insights.

AI ChallengesChatbot ApplicationsOpen-domain Dialogue
0 likes · 23 min read
Overview of Baidu's PLATO Open‑Domain Dialogue Technology, Challenges, and Applications