Search Results for author: Xiaoye Tan

Found 2 papers, 1 papers with code

Mimicking Human Process: Text Representation via Latent Semantic Clustering for Classification

no code implementations18 Jun 2019 Xiaoye Tan, Rui Yan, Chongyang Tao, Mingrui Wu

Considering that words with different characteristic in the text have different importance for classification, grouping them together separately can strengthen the semantic expression of each part.

Classification Clustering +1

Style Transfer in Text: Exploration and Evaluation

2 code implementations18 Nov 2017 Zhenxin Fu, Xiaoye Tan, Nanyun Peng, Dongyan Zhao, Rui Yan

Results show that the proposed content preservation metric is highly correlate to human judgments, and the proposed models are able to generate sentences with higher style transfer strength and similar content preservation score comparing to auto-encoder.

Style Transfer Text Style Transfer

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