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DataFunSummit
DataFunSummit
Mar 18, 2025 · Artificial Intelligence

Application and Implementation of Multimodal Relational Networks in Financial Risk Control

This article presents the background, key technologies, system architecture, data processing pipeline, and practical use cases of multimodal relational networks for enhancing financial risk control, highlighting how integrating image, voice, text, and device data improves fraud detection, modeling, and operational efficiency.

AIfinancial technologyfraud detection
0 likes · 15 min read
Application and Implementation of Multimodal Relational Networks in Financial Risk Control
DataFunTalk
DataFunTalk
May 3, 2021 · Artificial Intelligence

Integrating Lexical Knowledge and Handling Nested Entities in Chinese Named Entity Recognition

This article reviews recent advances in Chinese NER, examining lexical‑knowledge integration methods such as Lattice LSTM, FLAT, and graph‑based networks, and discusses approaches for nested entity recognition including Pyramid, MRC‑based frameworks, TPLinker and span‑based models, highlighting their strengths and trade‑offs.

Chinese NERLattice LSTMMRC
0 likes · 13 min read
Integrating Lexical Knowledge and Handling Nested Entities in Chinese Named Entity Recognition