https://github.com/indiejoseph/chinese-char-rnn

Character-Level language models
https://github.com/indiejoseph/chinese-char-rnn

chinese deep-learning language-modeling nlp rnn tensorflow

Last synced: 3 months ago
JSON representation

Character-Level language models

• Host: GitHub
• URL: https://github.com/indiejoseph/chinese-char-rnn
• Owner: indiejoseph
• Archived: true
• Created: 2016-04-04T08:27:45.000Z (almost 9 years ago)
• Default Branch: master
• Last Pushed: 2017-06-17T08:18:07.000Z (over 7 years ago)
• Last Synced: 2024-05-23T04:46:52.073Z (8 months ago)
• Topics: chinese, deep-learning, language-modeling, nlp, rnn, tensorflow
• Language: Python
• Size: 2.08 MB
• Stars: 78
• Watchers: 7
• Forks: 21
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Chinese Character-Level Language Model

Recurrent Neural Networks(LSTM, GRU, RWA) for character-level language models in Tensorflow, the task is to predict the next character given the history of previous characters in the sentence, nce-loss is used to speedup multi-class classification when vocab size is huge, dataset was web scraped from Hong Kong Apple daily

### Results

![Result](/result.jpg)

## Similarity

![Similarity](/similarity.png)

### Requirements

tensorflow 1.1.0