NLP Status Report 2016-12-26

Date	People	Last Week	This Week
2016/12/26	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 code of adding mn. Huilan: handover.
	Jiyuan Zhang	coded tone_model,but had some trouble run global_attention_model that decodes four sentences, fourfivegenerated by local_attention model	improve poem model
	Andi Zhang	coded to output encoder outputs and correspoding source & target sentences(ids in dictionaries) coded a script for bleu scoring, which tests the five checkpoints auto created by training process and save the one with best performance	extract encoder outputs
	Shiyue Zhang	tried to add true action info when training gate, which got better results than no true actions, but still not very good. tried different scale vectors, and found setting >=-5000 is good tried to change cos to only inner product, and inner product is better than cos. [report] read 3 papers [[1]] [[2]] [[3]] trying the joint training, which got a problem of optimization.	try the joint training read more papers and write a summary
	Guli	read papers about Transfer learning and solving OOV conducted comparative test writing survey	complete the first draft of the survey
	Peilun Xiao	learned tf-idf algorithm coded tf-idf alogrithm in python,but found it not worked well tried to use small dataset to test the program	use sklearn tfidf to test the dataset