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Fix ent_iob tags in doc.merge to avoid inconsistent sequences

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This commit is contained in:
Matthew Honnibal 2018-03-26 07:16:06 +02:00
parent 7d4687162f
commit a3d0cb15d3
1 changed files with 7 additions and 3 deletions
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10
spacy/tokens/doc.pyx
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@ -955,6 +955,13 @@ cdef class Doc:
self.vocab.morphology.assign_tag(token, attr_value) self.vocab.morphology.assign_tag(token, attr_value)
else: else:
Token.set_struct_attr(token, attr_name, attr_value) Token.set_struct_attr(token, attr_name, attr_value)
# Make sure ent_iob remains consistent
if self.c[end].ent_iob == 1 and token.ent_iob in (0, 2):
if token.ent_type == self.c[end].ent_type:
token.ent_iob = 3
else:
# If they're not the same entity type, let them be two entities
self.c[end].ent_iob = 3
# Begin by setting all the head indices to absolute token positions # Begin by setting all the head indices to absolute token positions
# This is easier to work with for now than the offsets # This is easier to work with for now than the offsets
# Before thinking of something simpler, beware the case where a # Before thinking of something simpler, beware the case where a
@ -980,8 +987,6 @@ cdef class Doc:
self.c[i].head = start self.c[i].head = start
elif head_idx >= end: elif head_idx >= end:
self.c[i].head -= offset self.c[i].head -= offset
token.ent_iob = span[0].ent_iob
token.ent_type = span[0].ent_type
# Now compress the token array # Now compress the token array
for i in range(end, self.length): for i in range(end, self.length):
self.c[i - offset] = self.c[i] self.c[i - offset] = self.c[i]
@ -992,7 +997,6 @@ cdef class Doc:
for i in range(self.length): for i in range(self.length):
# ...And, set heads back to a relative position # ...And, set heads back to a relative position
self.c[i].head -= i self.c[i].head -= i
# TODO: Fix entity IOB
# Set the left/right children, left/right edges # Set the left/right children, left/right edges
set_children_from_heads(self.c, self.length) set_children_from_heads(self.c, self.length)
# Clear the cached Python objects # Clear the cached Python objects