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TableQA

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DataFunSummit
DataFunSummit
Apr 17, 2023 · Artificial Intelligence

Large‑Scale Table Pretraining Model SPACE‑T: Background, Architecture, and Applications

The article presents Alibaba DAMO Academy's large‑scale table pretraining model SPACE‑T, explaining the background and trends of TableQA and Text‑to‑SQL, detailing the model’s design and training data, showcasing its deployment on ModelScope and Alibaba Cloud, and outlining future directions and practical impact.

AILarge-Scale ModelsModelScope
0 likes · 11 min read
Large‑Scale Table Pretraining Model SPACE‑T: Background, Architecture, and Applications
DataFunTalk
DataFunTalk
Feb 22, 2021 · Artificial Intelligence

Advances in Conversational AI at Alibaba DAMO Academy: Few-Shot Learning, Dialogue Management, and TableQA

Alibaba DAMO Academy’s Conversational AI team presents a comprehensive overview of their research breakthroughs—including few‑shot learning for low‑resource language understanding, deep‑learning‑based dialogue management, and TableQA semantic parsing—alongside large‑scale deployments in government, finance, and pandemic response services.

AI applicationsDialogue ManagementTableQA
0 likes · 20 min read
Advances in Conversational AI at Alibaba DAMO Academy: Few-Shot Learning, Dialogue Management, and TableQA