mirror of
https://github.com/explosion/spaCy.git
synced 2024-11-13 21:26:58 +03:00
* Add note explaining parse features
This commit is contained in:
parent
5f53ef1a43
commit
422b33838e
|
@ -6,6 +6,52 @@ out of "context") is in features/extractor.pyx
|
||||||
|
|
||||||
The atomic feature names are listed in a big enum, so that the feature tuples
|
The atomic feature names are listed in a big enum, so that the feature tuples
|
||||||
can refer to them.
|
can refer to them.
|
||||||
|
|
||||||
|
|
||||||
|
Token names:
|
||||||
|
|
||||||
|
S2: Stack[2] (i.e. third item on stack)
|
||||||
|
S1: Stack[1] (i.e. second item on stack)
|
||||||
|
S0: Stack[0] (i.e. first item on stack)
|
||||||
|
N0: Buffer[0] (i.e. first word of buffer)
|
||||||
|
N1: Buffer[1] (i.e. second word of buffer)
|
||||||
|
N2: Buffer[2] (i.e. third word of buffer)
|
||||||
|
P1: Word immediately before Buffer[0]
|
||||||
|
P2: Word 2 before Buffer[0]
|
||||||
|
E0: First word of the current entity (if any) (NER feature)
|
||||||
|
E1: First word of the previous entity (if any) (NER feature)
|
||||||
|
|
||||||
|
|
||||||
|
S0l: Left child of Stack[0]
|
||||||
|
S0l2: 2nd leftmost child of Stack[0]
|
||||||
|
(i.e. in "Yesterday I slept", if "slept" is S0, I=S0l2, yesterday=S0l)
|
||||||
|
S0r2: 2nd rightmost child of Stack[0]
|
||||||
|
S0r: rightmost child of Stack[0]
|
||||||
|
(i.e. in "Give him money", if "Give" is S0, "him" is S0r2, "money" is S0r)
|
||||||
|
N0l2: 2nd leftmost child of Buffer[0]
|
||||||
|
N0l: leftmost child of Buffer[0]
|
||||||
|
|
||||||
|
Integer-valued features (capped at 5)
|
||||||
|
dist: Number of tokens between N0 and E0 # TODO: Name this better
|
||||||
|
N0lv: Number of leftward children of N0
|
||||||
|
S0lv: Number of leftward children of S0
|
||||||
|
S0rv: Number of rightward children of S0
|
||||||
|
S1rv: Number of rightward children of S1
|
||||||
|
S1lv: Number of leftward children of S1
|
||||||
|
|
||||||
|
|
||||||
|
S0w: Literal word form (i.e. token.orth)
|
||||||
|
S0W: Lemma (i.e. token.lemma)
|
||||||
|
S0p: Fine-grained POS tag (i.e. token.tag)
|
||||||
|
S0c: Full Brown cluster
|
||||||
|
S0c4: First 4 bits of Brown cluster
|
||||||
|
S0c6: First 6 bits of Brown cluster
|
||||||
|
S0L: Dependency label
|
||||||
|
S0_prefix: Prefix of token.orth (i.e. token.prefix. Currently defined as length 1)
|
||||||
|
S0_suffix: Suffix of token.orth (i.e. token.suffix. Currently defined as length 3)
|
||||||
|
S0_shape: Word shape (i.e. token.shape. See spacy.orths.word_shape)
|
||||||
|
S0_ne_iob: NER IOB tag. 0=None, 1=I, 2=O, 3=B. Used for NER
|
||||||
|
S0_ne_type: NER type. Used for NER
|
||||||
"""
|
"""
|
||||||
from libc.string cimport memset
|
from libc.string cimport memset
|
||||||
|
|
||||||
|
|
Loading…
Reference in New Issue
Block a user