low recall 0.00117615
precision ranges 0.001165961
many systems 0.00103548
matching rules 0.0010069929999999999
minor recall 9.80767E-4
fact extraction 9.72434E-4
recent performance 9.604170000000001E-4
recall gap 9.54926E-4
recall loss 9.51886E-4
system 9.46434E-4
recall penalty 9.407269999999999E-4
type constraints 9.13205E-4
precision 9.06717E-4
candidate generation 8.594469999999999E-4
tity recognition 8.553090000000001E-4
results 8.36125E-4
high level 8.25765E-4
knowledge base 8.19167E-4
john kerry 7.78352E-4
tac knowledge 7.73887E-4
correct answers 7.7032E-4
gated output 7.05996E-4
name matching 7.00029E-4
likely source 6.94343E-4
downstream processing 6.93638E-4
human annotators 6.92247E-4
recall 6.81221E-4
simple name 6.76368E-4
tac slot 6.72594E-4
generation errors 6.716789999999999E-4
merging errors 6.67326E-4
key sources 6.65619E-4
corpus 6.60072E-4
slot filling 6.58151E-4
top tac 6.4141E-4
error 6.40246E-4
search space 6.371899999999999E-4
performance 6.17771E-4
generation pipeline 6.10822E-4
empirical confirma 6.10289E-4
base population 6.06695E-4
rules 6.02528E-4
teresa heinz 6.00316E-4
filling pipeline 5.959419999999999E-4
recognition 5.89708E-4
pipeline components 5.79463E-4
precise extractors 5.73987E-4
candidate 5.58803E-4
extraction 5.36833E-4
constraints 4.95315E-4
systems 4.8938E-4
knowledge 4.7368E-4
candidates 4.70745E-4
output 4.4182E-4
level 4.37241E-4
processing 4.25507E-4
matching 4.04465E-4
answers 3.87426E-4
documents 3.74722E-4
source 3.7206E-4
errors 3.71035E-4
entity 3.61864E-4
query 3.37962E-4
search 3.28103E-4
sources 3.12302E-4
annotators 3.11927E-4
pipeline 3.10178E-4
space 3.09087E-4
generation 3.00644E-4
heinz 3.00158E-4
teresa 3.00158E-4
stage 2.98426E-4
confirma 2.90611E-4
filling 2.85764E-4
extractors 2.82155E-4
kerry 2.81983E-4
slots 2.77934E-4
components 2.69285E-4
instance 2.69009E-4
median 2.65752E-4
coreference 2.6552E-4
filter 2.64206E-4
attributes 2.62611E-4
population 2.61208E-4
penalty 2.59506E-4
ranges 2.59244E-4
aggre 2.55141E-4
inference 2.55141E-4
proach 2.55141E-4
grishman 2.55141E-4
challenges 2.55141E-4
closing 2.55141E-4
surdeanu 2.55141E-4
spouse 2.55141E-4
