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-rw-r--r--python/cdec/sa/features.py21
1 files changed, 4 insertions, 17 deletions
diff --git a/python/cdec/sa/features.py b/python/cdec/sa/features.py
index e19a18c0..92e23889 100644
--- a/python/cdec/sa/features.py
+++ b/python/cdec/sa/features.py
@@ -3,6 +3,8 @@ import math
from cdec.sa import isvar
+from online import get_score_multilex
+
MAXSCORE = 99
def EgivenF(ctx): # p(e|f) = c(e, f)/c(f)
@@ -40,21 +42,6 @@ def CoherenceProb(ctx): # c(f) / sample c(f)
prob = (ctx.fcount + ctx.online.fcount) / (ctx.fsample_count + ctx.online.fsample_count)
return -math.log10(prob)
-# Not a feature, used for MaxLex
-# bilex get_score for multiple instances
-def get_lex_online(f, e, dir, bilex_list):
- num = 0
- denom = 0
- for bilex in bilex_list:
- if dir == 0:
- denom += bilex.f.get(f, 0)
- else:
- denom += bilex.e.get(e, 0)
- num += bilex.fe.get((f, e), 0)
- if (not num) or (not denom):
- return None
- return num / denom
-
def MaxLexEgivenF(ttable):
def MaxLexEgivenF(ctx):
fwords = ctx.fphrase.words
@@ -62,7 +49,7 @@ def MaxLexEgivenF(ttable):
maxOffScore = 0.0
for e in ctx.ephrase.words:
if ctx.online:
- maxScore = max(get_lex_online(f, e, 0, (ttable, ctx.online.bilex)) for f in fwords)
+ maxScore = max(get_score_multilex(f, e, 0, (ttable, ctx.online.bilex)) for f in fwords)
else:
maxScore = max(ttable.get_score(f, e, 0) for f in fwords)
maxOffScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE
@@ -76,7 +63,7 @@ def MaxLexFgivenE(ttable):
maxOffScore = 0.0
for f in ctx.fphrase.words:
if ctx.online:
- maxScore = max(get_lex_online(f, e, 1, (ttable, ctx.online.bilex)) for e in ewords)
+ maxScore = max(get_score_multilex(f, e, 1, (ttable, ctx.online.bilex)) for e in ewords)
else:
maxScore = max(ttable.get_score(f, e, 1) for e in ewords)
maxOffScore += -math.log10(maxScore) if maxScore > 0 else MAXSCORE