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好东西传送门
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@维尔茨：你好，请问有木有关于循环神经网络在segmented sequence labeling方面的papers么？我希望用RNN label sequence本身而非sequence members #41

Closed haoawesome closed 10 years ago

haoawesome commented 10 years ago

@维尔茨 问： 有木有关于循环神经网络在segmented sequence labeling方面的papers么？我希望用RNN label sequence本身而非sequence members 答： 多伦多大学的 Alex Graves 有专著研究此问题. 基于recurrent neural networks(RNN)研究: @ICT_朱亚东 推荐Herbert Jaeger的短教程(40多页). Jürgen Schmidhuber教授收集了60多相关论文, 微软研究院利用RNN做自然语言处理

http://memect.co/bq5V7dz

http://bigdata.memect.com/wp-content/uploads/2014/08/wzEaPva7nKOI0894srRlMkLk6OTLTIZQWe73eLYjM1E7K8v9xPMCintGu5IYBJYh_97fe6f196546d966c05706ecdf7da0ca8ee8d5d96c1b170d9c00de3690895a50.jpeg

http://bigdata.memect.com/wp-content/uploads/2014/08/KGP1s1R6yt3d9aaOT6Bhuk8xkWOmpLFA5edB7YOgGak1X6uN6GxotZiteg3Zsy0f_38319d2ed3620a648189652f46511476a1c5cb6677ac4adf0d6a81d40814fe76-300x300.jpeg

http://bigdata.memect.com/wp-content/uploads/2014/08/content-300x300.jpg

haoawesome commented 10 years ago

问题传送给 @yongsun @陈涛sean @肖达_DeepLearner @丕子

@好东西传送门 [征集答案] @维尔茨 问： 有木有关于循环神经网络在segmented sequence labeling方面的papers么？我希望用RNN label sequence本身而非sequence members 。有没有达人可以回答这个问题。有奖哦 http://t.cn/RPMocmf http://www.weibo.com/5220650532/BggdftpsN

haoawesome commented 10 years ago

@ICT_朱亚东 看下这个呢：http://t.cn/Rv1A9Q8

H. Jaeger (2002): Tutorial on training recurrent neural networks, covering BPPT,RTRL, EKF and the "echo state network" approach. GMD Report 159, German National Research Center for Information Technology, 2002 (48 pp.) http://minds.jacobs-university.de/sites/default/files/uploads/papers/ESNTutorialRev.pdf

http://www.weibo.com/1478057835/BggsUsEvF?ref=atme

haoawesome commented 10 years ago

关键词 Labeling and Segmenting Sequence Data RNN label sequence

阅读

http://www.cs.toronto.edu/~graves/ Alex Graves http://www.cs.toronto.edu/~graves/preprint.pdf Supervised Sequence Labelling with Recurrent Neural Networks. Textbook, Studies in Computational Intelligence, Springer, 2012. http://www.cs.toronto.edu/~graves/phd.pdf Supervised Sequence Labelling with Recurrent Neural Networks, PHD thesis, 2008

haoawesome commented 10 years ago

@维尔茨 感谢您帮助我整理答案：）我对回答很满意。其中http://t.cn/RPYCAdL 这个资源挺不错的。还有这个http://t.cn/Rv1A9Q8

haoawesome commented 10 years ago

https://github.com/memect/hao/blob/master/awesome/recurrent-neural-networks.md

confirmed by @ICT_朱亚东

haoawesome commented 10 years ago

http://bigdata.memect.com/?tag=rnn

http://memect.co/bq5V7dz

haoawesome commented 10 years ago

http://www.weibo.com/5220650532/BiuoeCGpy?ref=