NLP Status Report 2016-12-19

Date	People	Last Week	This Week
2016/12/12	Yang Feng	s2smn: wrote the manual of s2s with tensorflow [nmt-manual] wrote part of the code of mn. wrote the manual of Moses [moses-manual] Huilan: fixed the problem of syntax-based translation. sort out the system and corresponding documents.	s2smn: finish the manual of nmt tensorflow Huilan: system submission
	Jiyuan Zhang	attempted to use memory model to improve the atten model of bad effect With the vernacular as the input，generated poem by local atten model[1] Modified working mechanism of memory model(top1 to average) help andi	improve poem model
	Andi Zhang	prepared a paraphrase data set that is enumerated from a previous one (ignoring words like "啊呀哈") worked on coding bidirectional model under tensorflow, met with NAN problem	ignore NAN problem for now, run it on the same data set used in Theano
	Shiyue Zhang	finished tsne pictures, and discussed with teachers tried experiments with 28-dim mem, but found almost all of them converged to baseline returned to 384-dim mem, which is still slightly better than basline. found the problem of action mem, one-hot vector is not proper. [report]	change one-hot vector to (0, -10000.0, -10000.0...) try 1-dim gate try max cos
	Guli	install and run moses prepare thesis report	read papers about Transfer learning and solving OOV
	Peilun Xiao	Read a paper about document classification wiht GMM distributions of word vecotrs and try to code it in python Use LDA to reduce the dimension of the text in r52、r8 and contrast the performance of classification	Use LDA to reduce the dimension of the text in 20news and webkb