Difference between revisions of "Huilian-cslt-week-2016-4-28"

From cslt Wiki
Jump to: navigation, search
(以“==Environment== ==RNN Poem Processing== * Theme training --valid set converge :* segment word :* optimize speed done ==RNN Writing Processing== * hold * neu...”为内容创建页面)
 
 
Line 6: Line 6:
 
:* segment word
 
:* segment word
 
:* optimize speed done
 
:* optimize speed done
 
+
:* theme poem generation
  
 
==RNN Writing Processing==
 
==RNN Writing Processing==
 
* hold  
 
* hold  
* neural model learnig transform --Xingchao
+
* neural model learning transform --Xingchao
 
:* add attention  
 
:* add attention  
 
:* use tensor flow
 
:* use tensor flow

Latest revision as of 02:38, 28 April 2016

Environment

RNN Poem Processing

  • Theme training --valid set converge
  • segment word
  • optimize speed done
  • theme poem generation

RNN Writing Processing

  • hold
  • neural model learning transform --Xingchao
  • add attention
  • use tensor flow
  • BPL --Yanxu

RNN QA(release in June)

  • attention based QA (Solution for template expansion)--Tianyi
  • collect Simsimi corpus --Bingdong
  • train chatting model
  • RNN vector without attention --Tianyi
  • DSSM vector --Xingchao
  • compare to DSSM vector
  • attention and memory QA