4 years ago

Category: Database, Data, Kubernetes, github, artificial-intelligence

by The AI department of Kingsoft independently developed the WPS intelligent writing assistant which is a lightweight yet powerful mobile app.

The procedure of text encoding is as follows: The procedure of query and recommendation is as follows: The data processing module mainly uses feature engineering, regular matching, and NLP model scoring.

The BLSTM-CNNs-CRF model consists of three parts: At the sentence feature level, this case uses TextRank to extract summary sentences as key sentences of the document.

At the same time, this case also trains a TextCNN model to extract high-quality paragraphs and sentences in the document.