Tianyi Luo 2016-05-02

Plan to do this week

• To implement tensorflow version of RNN/LSTM Max margin vector training.
• To implement attention chatting model with xiaobing corpus.

Work done in this week

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2016-04-25

• Conduct some preprocessing of xiaobing corpus.

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2016-04-26

• Help jiyuan to understand the music generation paper.
• Check jiyuan's code(from RNN-RBM to LSTM-RBM).

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2016-04-27

• Modify the LSTM Max margin vector training code. Its cost is lower than RNN and the training speed is slower than RNN. The performance improves from 82.39% to 84.83%.

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2016-04-28

• Finish part of code about qaa(Current sample is q1; Positive sample is a1; Negtive sampling is a2.) max margin theano version.

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2016-04-29

• Finish the code about qaa(Current sample is q1; Positive sample is a1; Negtive sampling is a2.) max margin theano version.

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2016-04-30~2016-05-01

The Holiday of Labors Day

Plan to do next week

• To implement tensorflow version of RNN/LSTM Max margin vector training.
• To implement attention chatting model with xiaobing corpus.

Interested papers

• Cascading Bandits: Learning to Rank in the Cascade Model(ICML 2015) [pdf]