Chinese Characters

Google Brain Researcher Explores Chinese Character RNN: Neural Networks Generate New Chinese Dictionary

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Google Brain Researcher Explores Chinese Character RNN: Neural Networks Generate New Chinese Dictionary

Xinzhiyuan Report Source: blog.otoro.net Reporter: Wen Qiang 【Xinzhiyuan Guide】You never know the potential of Chinese characters. Hardmaru, a researcher at Google Brain’s Tokyo branch, uses neural networks to generate Chinese characters based on strokes, creating a series of “fake characters.” Some of them do look quite authentic. As we are all Chinese, having grown up … Read more

The Task of the Translator: From Chinese to English

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The Task of the Translator: From Chinese to English

The Task of the Translator: From the Chinese Characters to the English Words In the ever-shifting landscape of human expression, the translator stands at a fascinating intersection. He is both an explorer and an architect, venturing into the untamed wilderness of language, mapping its idiosyncrasies, and constructing bridges of comprehension. There are few challenges more … Read more

Comprehensive Collection of Chinese NLP Datasets, Platforms, and Tools

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Comprehensive Collection of Chinese NLP Datasets, Platforms, and Tools

Follow the public account “ML_NLP“ Set as “Starred“, heavy content delivered to you first! Source: Deep Learning and NLP This resource organizes a large number of datasets for text classification, entity recognition & part-of-speech tagging, search matching, recommendation systems, coreference resolution, encyclopedia data, pre-trained word vectors or models, Chinese Cloze tests, and more. The content … Read more

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

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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

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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

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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

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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