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* Revise context, focussing on POS tagging for now
This commit is contained in:
Matthew Honnibal
parent
e27b912ef9
commit
f5c4f2eb52
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@ -1,66 +1,49 @@
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from thinc.typedefs cimport atom_t
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from .typedefs cimport hash_t
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from .tokens cimport Tokens
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from .lexeme cimport Lexeme
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from .tokens cimport TokenC
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cdef class Token:
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cdef readonly atom_t sic
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cdef readonly atom_t cluster
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cdef readonly atom_t norm
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cdef readonly atom_t shape
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cdef readonly atom_t asciied
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cdef readonly atom_t prefix
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cdef readonly atom_t suffix
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cdef readonly atom_t length
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cpdef enum:
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P2_sic
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P2_cluster
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P2_shape
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P2_prefix
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P2_suffix
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P2_pos
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P2_sense
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cdef readonly atom_t postype
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cdef readonly atom_t nertype
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cdef readonly atom_t sensetype
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P1_sic
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P1_cluster
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P1_shape
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P1_prefix
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P1_suffix
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P1_pos
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P1_sense
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cdef readonly atom_t is_alpha
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cdef readonly atom_t is_ascii
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cdef readonly atom_t is_digit
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cdef readonly atom_t is_lower
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cdef readonly atom_t is_punct
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cdef readonly atom_t is_space
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cdef readonly atom_t is_title
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cdef readonly atom_t is_upper
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cdef readonly atom_t like_url
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cdef readonly atom_t like_number
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cdef readonly atom_t oft_lower
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cdef readonly atom_t oft_title
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cdef readonly atom_t oft_upper
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W_sic
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W_cluster
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W_shape
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W_prefix
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W_suffix
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W_pos
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W_sense
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cdef readonly atom_t in_males
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cdef readonly atom_t in_females
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cdef readonly atom_t in_surnames
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cdef readonly atom_t in_places
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cdef readonly atom_t in_games
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cdef readonly atom_t in_celebs
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cdef readonly atom_t in_names
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N1_sic
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N1_cluster
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N1_shape
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N1_prefix
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N1_suffix
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N1_pos
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N1_sense
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cdef readonly atom_t pos
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cdef readonly atom_t sense
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cdef readonly atom_t ner
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N2_sic
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N2_cluster
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N2_shape
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N2_prefix
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N2_suffix
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N2_pos
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N2_sense
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N_FIELDS
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cdef class Slots:
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cdef readonly Token P4
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cdef readonly Token P3
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cdef readonly Token P2
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cdef readonly Token P1
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cdef readonly Token N0
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cdef readonly Token N1
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cdef readonly Token N2
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cdef readonly Token N3
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cdef readonly Token N4
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cdef int N_FIELDS
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cdef int fill_context(atom_t* context, int i, Tokens tokens) except -1
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cpdef Slots FIELD_IDS
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cdef int fill_context(atom_t[N_FIELDS] context, const int i, TokenC* tokens) except -1
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@ -1,126 +1,16 @@
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from murmurhash.mrmr cimport hash64
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from .lexeme cimport *
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cdef int fill_context(atom_t[N_FIELDS] context, const int i, TokenC* tokens) except -1:
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_fill_from_token(&context[P2_sic], &tokens[i-2])
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_fill_from_token(&context[P1_sic], &tokens[i-1])
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_fill_from_token(&context[W_sic], &tokens[i])
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_fill_from_token(&context[N1_sic], &tokens[i+1])
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_fill_from_token(&context[N2_sic], &tokens[i+2])
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cdef class Slots:
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def __init__(self):
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self.P4 = Token()
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self.P3 = Token()
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self.P2 = Token()
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self.P1 = Token()
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self.N0 = Token()
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self.N1 = Token()
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self.N2 = Token()
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self.N3 = Token()
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self.N4 = Token()
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cdef void _number_token(Token t, int* n_fields):
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cdef int i = n_fields[0]
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t.sic = i; i += 1
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t.cluster = i; i += 1
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t.norm = i; i += 1
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t.shape = i; i += 1
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t.prefix = i; i += 1
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t.suffix = i; i += 1
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t.length = i; i += 1
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t.postype = i; i += 1
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t.nertype = i; i += 1
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t.sensetype = i; i += 1
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t.is_alpha = i; i += 1
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t.is_ascii = i; i += 1
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t.is_digit = i; i += 1
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t.is_lower = i; i += 1
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t.is_punct = i; i += 1
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t.is_space = i; i += 1
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t.is_title = i; i += 1
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t.is_upper = i; i += 1
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t.like_number = i; i += 1
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t.like_url = i; i += 1
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t.oft_lower = i; i += 1
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t.oft_title = i; i += 1
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t.oft_upper = i; i += 1
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t.in_males = i; i += 1
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t.in_females = i; i += 1
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t.in_surnames = i; i += 1
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t.in_places = i; i += 1
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t.in_games = i; i += 1
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t.in_celebs = i; i += 1
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t.in_names = i; i += 1
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t.pos = i; i += 1
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t.sense = i; i += 1
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t.ner = i; i += 1
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n_fields[0] = i
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cdef int _fill_token(atom_t* c, Token t, Lexeme* lex, atom_t pos, atom_t ner):
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c[t.sic] = lex.sic
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c[t.cluster] = lex.cluster
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c[t.norm] = lex.norm if (lex.prob != 0 and lex.prob >= -10) else lex.shape
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c[t.shape] = lex.shape
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c[t.asciied] = lex.asciied
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c[t.prefix] = lex.prefix
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c[t.suffix] = lex.suffix
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c[t.length] = lex.length
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c[t.postype] = lex.postype
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c[t.nertype] = 0
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c[t.sensetype] = 0
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c[t.is_alpha] = lex.flags & (1 << IS_ALPHA)
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c[t.is_digit] = lex.flags & (1 << IS_DIGIT)
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c[t.is_lower] = lex.flags & (1 << IS_LOWER)
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c[t.is_punct] = lex.flags & (1 << IS_PUNCT)
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c[t.is_space] = lex.flags & (1 << IS_SPACE)
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c[t.is_title] = lex.flags & (1 << IS_TITLE)
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c[t.is_upper] = lex.flags & (1 << IS_UPPER)
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c[t.like_url] = lex.flags & (1 << LIKE_URL)
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c[t.like_number] = lex.flags & (1 << LIKE_NUMBER)
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c[t.oft_lower] = lex.flags & (1 << OFT_LOWER)
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c[t.oft_title] = lex.flags & (1 << OFT_TITLE)
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c[t.oft_upper] = lex.flags & (1 << OFT_UPPER)
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c[t.in_males] = lex.flags & (1 << IN_MALES)
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c[t.in_females] = lex.flags & (1 << IN_FEMALES)
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c[t.in_surnames] = lex.flags & (1 << IN_SURNAMES)
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c[t.in_places] = lex.flags & (1 << IN_PLACES)
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c[t.in_games] = lex.flags & (1 << IN_GAMES)
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c[t.in_celebs] = lex.flags & (1 << IN_CELEBS)
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c[t.in_names] = lex.flags & (1 << IN_NAMES)
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c[t.pos] = pos
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c[t.sense] = 0
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c[t.ner] = ner
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cdef int fill_context(atom_t* context, int i, Tokens tokens) except -1:
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_fill_token(context, FIELD_IDS.P4, tokens.lex[i-4], tokens.pos[i-4], tokens.ner[i-4])
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_fill_token(context, FIELD_IDS.P3, tokens.lex[i-3], tokens.pos[i-3], tokens.ner[i-3])
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_fill_token(context, FIELD_IDS.P2, tokens.lex[i-2], tokens.pos[i-2], tokens.ner[i-2])
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_fill_token(context, FIELD_IDS.P1, tokens.lex[i-1], tokens.pos[i-1], tokens.ner[i-1])
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_fill_token(context, FIELD_IDS.N0, tokens.lex[i], tokens.pos[i], tokens.ner[i])
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_fill_token(context, FIELD_IDS.N1, tokens.lex[i+1], tokens.pos[i+1], tokens.ner[i+1])
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_fill_token(context, FIELD_IDS.N2, tokens.lex[i+2], tokens.pos[i+2], tokens.ner[i+2])
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_fill_token(context, FIELD_IDS.N3, tokens.lex[i+3], tokens.pos[i+3], tokens.ner[i+3])
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_fill_token(context, FIELD_IDS.N4, tokens.lex[i+4], tokens.pos[i+4], tokens.ner[i+4])
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return 1
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N_FIELDS = 0
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FIELD_IDS = Slots()
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_number_token(FIELD_IDS.P4, &N_FIELDS)
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_number_token(FIELD_IDS.P3, &N_FIELDS)
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_number_token(FIELD_IDS.P2, &N_FIELDS)
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_number_token(FIELD_IDS.P1, &N_FIELDS)
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_number_token(FIELD_IDS.N0, &N_FIELDS)
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_number_token(FIELD_IDS.N1, &N_FIELDS)
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_number_token(FIELD_IDS.N2, &N_FIELDS)
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_number_token(FIELD_IDS.N3, &N_FIELDS)
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_number_token(FIELD_IDS.N4, &N_FIELDS)
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cdef inline void _fill_from_token(atom_t[N_FIELDS] context, const TokenC* t) nogil:
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context[0] = t.lex.sic
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context[1] = t.lex.cluster
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context[2] = t.lex.shape
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context[3] = t.lex.prefix
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context[4] = t.lex.suffix
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context[5] = t.pos
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context[6] = t.sense
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