2016年4月15日 (五) 12:50的版本

Text Processing Team Schedule

Members

Former Members

• Rong Liu (刘荣) : 优酷
• Xiaoxi Wang (王晓曦) : 图灵机器人
• Xi Ma (马习) : 清华大学研究生
• DongXu Zhang (张东旭) : --

Current Members

• Tianyi Luo (骆天一)
• Chao Xing (邢超)
• Qixin Wang (王琪鑫)
• Yiqiao Pan (潘一桥)

Work Process

Reproduce DSSM Baseline (Chao Xing)

2016-04-15 : Share Papers. Investigation a series of DSSM papers for future work. And show our intern students how to do research.

            : Original DSSM model : Learning Deep Structured Semantic Models for Web Search using Clickthrough Data pdf
            : CNN based DSSM model : A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval pdf
            : Use DSSM model for a new area : Modeling Interestingness with Deep Neural Networks pdf
            : Latest approach for LSTM + RNN DSSM model : SEMANTIC MODELLING WITH LONG-SHORT-TERM MEMORY FOR INFORMATION RETRIEVAL pdf

2016-04-14 : Test dssm-dnn model, code dssm-cnn model.

              Continue investigate deep neural question answering system.

2016-04-13 : test dssm model, investigate deep neural question answering system.

            : Share theano ppt theano
            : Share tensorflow ppt tensorflow

2016-04-12 : Write done dssm tensor flow version.

2016-04-11 : Write tensorflow toolkit ppt for intern student.

2016-04-10 : Learn tensorflow toolkit.

2016-04-09 : Learn tensorflow toolkit.

2016-04-08 : Finish theano version.

RNN Poem Processing (Qixin Wang)

RNN Question and Answering System (Tianyi Luo)

Deep Poem Processing With Image (Ziwei Bai)

2016-04-10 : web spider to catch a thousand pices of images.

2016-04-13 :1、download theano for python2.7。 2.debug cnn.py

2016-04-15 :web spider to catch 30 thousands pices of images and store them into a matrix

RNN Music Processing for lyric (Shiyao Li)

2016-04-09 : web spider to catch a thousand pieces of lyrics.

2016-04-10 : extract the keywords in the lyrics

2016-04-13 :Read paper Memory Network.

2016-04-15 :read the paper Memory Network and start to understand its code

RNN Key word Poem Processing (Yi Xiong)

2016-04-09 : Database for N-Gram data storing

2016-04-10 : dictionary stored in database , dictionary based segmentation and a simple bigram segmentation

2016-04-13 : segmentation result analysis

2016-04-15 :improve the simple bigram segmentation

RNN Piano Processing (Jiyuan Zhang)

2016-4-12：select appropriate midis and run rnnrbm model

2016-4-13：view rnnrbm model‘s code

Recommendation System (Tong Liu)

2016-04-09 : 1.read a review:Machine learning:Trends,perspectives, and prospects 2.learn python ,can operate dict and set

2016-04-12 : 1.read paper Collaborative Deep Learning for Recommender Systems and take notes.2. learn the concepts of stacked denoising autoencoder(SDAE).

2016-04-15 :

Question & Answering (Aiting Liu)

2016-04-15 :learn dssm and sent2vec