Search Results for author: Chi Sun

Found 5 papers, 4 papers with code

How to Fine-Tune BERT for Text Classification?

15 code implementations14 May 2019 Chi Sun, Xipeng Qiu, Yige Xu, Xuanjing Huang

Language model pre-training has proven to be useful in learning universal language representations.

General Classification Language Modelling +2

VCWE: Visual Character-Enhanced Word Embeddings

1 code implementation NAACL 2019 Chi Sun, Xipeng Qiu, Xuanjing Huang

Chinese is a logographic writing system, and the shape of Chinese characters contain rich syntactic and semantic information.

named-entity-recognition Named Entity Recognition +5

Gaussian Word Embedding with a Wasserstein Distance Loss

no code implementations21 Aug 2018 Chi Sun, Hang Yan, Xipeng Qiu, Xuanjing Huang

Therefore, with the aim of representing words in a highly efficient way, we propose to operate a Gaussian word embedding model with a loss function based on the Wasserstein distance.

Document Classification General Classification +1

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