Tree States

tree_states.txt

created with: https://gist.github.com/mrdrozdov/d11739bdf7a9ff5d7c4783de7f8ac161

PADDING: 16
INITIAL SENTENCE: A person on a horse jumps over a broken down airplane
PADDING SENTENCE: EMPTY EMPTY EMPTY EMPTY EMPTY A person on a horse jumps over a broken down airplane
TREE DEPTH: 5

TREE STATES:

    These are the hidden states generated with the
    TreeLSTM function. The leaves are the words. This
    is an array representation of a binary tree:
    root=0, left_child=parent*2, right_child=parent*2+1

  0: (((('EMPTY', 'EMPTY'), ('EMPTY', 'EMPTY')), (('EMPTY', 'A'), ('person', 'on'))), ((('a', 'horse'), ('jumps', 'over')), (('a', 'broken'), ('down', 'airplane'))))
  1: ((('EMPTY', 'EMPTY'), ('EMPTY', 'EMPTY')), (('EMPTY', 'A'), ('person', 'on')))
  2: ((('a', 'horse'), ('jumps', 'over')), (('a', 'broken'), ('down', 'airplane')))
  3: (('EMPTY', 'EMPTY'), ('EMPTY', 'EMPTY'))
  4: (('EMPTY', 'A'), ('person', 'on'))
  5: (('a', 'horse'), ('jumps', 'over'))
  6: (('a', 'broken'), ('down', 'airplane'))
  7: ('EMPTY', 'EMPTY')
  8: ('EMPTY', 'EMPTY')
  9: ('EMPTY', 'A')
 10: ('person', 'on')
 11: ('a', 'horse')
 12: ('jumps', 'over')
 13: ('a', 'broken')
 14: ('down', 'airplane')
 15: EMPTY
 16: EMPTY
 17: EMPTY
 18: EMPTY
 19: EMPTY
 20: A
 21: person
 22: on
 23: a
 24: horse
 25: jumps
 26: over
 27: a
 28: broken
 29: down
 30: airplane

OUTPUT STATES (post-order traversal):

    This is the order that hidden states are attended over,
    and the order that they are passed through the second
    regular LSTM.

  0: EMPTY
  1: EMPTY
  2: EMPTY
  3: EMPTY
  4: EMPTY
  5: A
  6: person
  7: on
  8: a
  9: horse
 10: jumps
 11: over
 12: a
 13: broken
 14: down
 15: airplane
 16: ('EMPTY', 'EMPTY')
 17: ('EMPTY', 'EMPTY')
 18: ('EMPTY', 'A')
 19: ('person', 'on')
 20: ('a', 'horse')
 21: ('jumps', 'over')
 22: ('a', 'broken')
 23: ('down', 'airplane')
 24: (('EMPTY', 'EMPTY'), ('EMPTY', 'EMPTY'))
 25: (('EMPTY', 'A'), ('person', 'on'))
 26: (('a', 'horse'), ('jumps', 'over'))
 27: (('a', 'broken'), ('down', 'airplane'))
 28: ((('EMPTY', 'EMPTY'), ('EMPTY', 'EMPTY')), (('EMPTY', 'A'), ('person', 'on')))
 29: ((('a', 'horse'), ('jumps', 'over')), (('a', 'broken'), ('down', 'airplane')))