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Tencent Cloud Developer
Tencent Cloud Developer
Jun 20, 2024 · Cloud Computing

Can SaaS Become a Remedy for China's Software Industry? Insights on API Standardization, Business Visualization, and Open Domain

The author argues that, to revive China’s stagnant traditional software sector, SaaS must be reshaped through standardized business‑scenario APIs, real‑time business‑module visualization, and open‑domain architectures—augmented by AI‑driven code generation—to enable scalable customization and unlock new growth opportunities.

AIAPI standardizationBusiness Visualization
0 likes · 10 min read
Can SaaS Become a Remedy for China's Software Industry? Insights on API Standardization, Business Visualization, and Open Domain
DataFunTalk
DataFunTalk
May 19, 2022 · Artificial Intelligence

Open‑Domain Information Extraction with UIE: Code Samples, Model Details, and Performance Highlights

This article introduces PaddleNLP's UIE tool for open‑domain information extraction, explains its underlying UIE model and ERNIE 3.0 foundation, showcases concise Python code for entity and event extraction, and presents few‑shot and SOTA performance results across multiple IE benchmarks.

Information ExtractionPaddleNLPPython
0 likes · 11 min read
Open‑Domain Information Extraction with UIE: Code Samples, Model Details, and Performance Highlights
Sohu Tech Products
Sohu Tech Products
Sep 16, 2020 · Artificial Intelligence

Open-Domain Dialogue Systems: Current State, Challenges, and Future Directions

This article reviews the latest advances in open-domain dialogue systems, covering classification, end‑to‑end generation challenges, knowledge‑controlled generation, automated evaluation, large‑scale latent‑space models such as PLATO, and outlines future research directions for building more coherent and controllable conversational AI.

EvaluationLarge-Scale Modelsdialogue systems
0 likes · 14 min read
Open-Domain Dialogue Systems: Current State, Challenges, and Future Directions
DataFunTalk
DataFunTalk
Sep 11, 2020 · Artificial Intelligence

Open-Domain Dialogue Systems: Current Status and Future Directions

This presentation by Baidu chief architect Wang Fan reviews the classification of dialogue systems, discusses the challenges of end‑to‑end open‑domain conversation generation, introduces multi‑mapping and knowledge‑grounded techniques, describes large‑scale PLATO models and automated evaluation, and outlines future research directions.

AINatural Language ProcessingPLATO
0 likes · 14 min read
Open-Domain Dialogue Systems: Current Status and Future Directions