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lexical knowledge

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