注册
登录
深度学习
>>
TensorFlow-lstm-char-cnn
>>
返回
项目作者:
SeonbeomKim
项目描述 :
Character-Aware Neural Language Models (Yoon Kim), lstm-char-cnn
高级语言:
Python
项目主页:
项目地址:
git://github.com/SeonbeomKim/TensorFlow-lstm-char-cnn.git
创建时间:
2018-12-06T15:36:57Z
项目社区:
https://github.com/SeonbeomKim/TensorFlow-lstm-char-cnn
开源协议:
下载
TensorFlow-lstm-char-cnn
Character-Aware Neural Language Models (Yoon Kim), lstm-char-cnn
Paper
Character-Aware Neural Language Model:
https://arxiv.org/abs/1508.06615
Dataset
PennTreebank(PTB)
Perplexity
Paper large_test_ppl: 78.9
Paper small_test_ppl: 92.3
My result
large_test_ppl: 94.95
small_test_ppl: 97.59
Nearest neighbor words (based on cosine similarity)
paper
large model
small model