HIT Liu Ting: How to Train a More Powerful Chinese Language Model?

HIT Liu Ting: How to Train a More Powerful Chinese Language Model?

This article is reproduced from:NLP Intelligence Bureau Since Google introduced the pre-trained language model BERT, various applications of language models have emerged. However, most models were proposed in English contexts, and their performance often declines to varying degrees when transferred to Chinese contexts. Previously, my friends and I participated in the CCKS machine reading comprehension … Read more

Improving Chinese Text Classification Algorithm Using Word Vectors and kNN

Improving Chinese Text Classification Algorithm Using Word Vectors and kNN

Ding Zhengsheng, Ma Chunjie (Xi’an University of Science and Technology, Shanxi Xi’an 710600) Abstract: In order to improve the efficiency and accuracy of Chinese text classification, a Chinese text classification algorithm based on deep learning is established in response to the characteristics of Chinese characters and the dramatic increase in data volume in the big … Read more

A Detailed Explanation of Chinese Entity Recognition Model Lattice LSTM

A Detailed Explanation of Chinese Entity Recognition Model Lattice LSTM

Delivering NLP technology insights to you every day! Source: AI Algorithm Xiao Miao Introduction Today I want to share with you a paper on Chinese Named Entity Recognition by Professor Zhang Yue from Westlake University, published at the ACL conference in 2018, titled Lattice LSTM. Paper Title: “Chinese NER Using Lattice LSTM” Paper Link: https://arxiv.org/pdf/1805.02023.pdf … Read more

Online Handwritten Chinese Character Recognition Using New RNN Architecture

Online Handwritten Chinese Character Recognition Using New RNN Architecture

This article briefly introduces the main work of the paper accepted in April 2019 by Pattern Recognition titled “Recognizing Online Handwritten Chinese Characters Using RNNs with New Computing Architectures”. This paper mainly addresses the end-to-end recognition problem of handwritten Chinese characters. 1. Research Background Handwritten input is a very common human-computer interaction method. With the … Read more