Algorithm-CRF

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t/test.data  view on Meta::CPAN

budget NN I
shortfall NN I
, , O
has VBZ O
been VBN O
under IN O
a DT B
hiring VBG I
freeze NN I
since IN O
last JJ B
fall NN I
. . O

The DT B
new JJ I
commissioner NN I
says VBZ O
that IN O
closer JJR B
scrutiny NN I
of IN O
how WRB O
the DT B
agency NN I
uses VBZ O
its PRP$ B
resources NNS I
will MD O
go VB O
a DT B
long JJ I
way NN I
toward IN O
enhancing VBG O
its PRP$ B
ability NN I
to TO O
collect VB O
more JJR B
tax NN I
revenue NN I
. . O

`` `` O
I PRP B
think VBP O
that IN O
you PRP B
will MD O
see VB O
a DT B
significant JJ I
improvement NN I
in IN O
the DT B
budget NN I
formulation NN I
and CC I
execution NN I
process NN I
which WDT B
, , O
in IN O
turn NN B
, , O
I PRP B
believe VBP O
will MD O
result VB O
in IN O
a DT B
significant JJ I
increase NN I
in IN O
revenue NN B
, , O
'' '' O
he PRP B
said VBD O
. . O

The DT B
IRS NNP I
hopes VBZ O
to TO O
fill VB O
the DT B
new JJ I
positions NNS I
soon RB O
. . O

Customarily RB O
, , O
it PRP B
would MD O
appoint VB O
career NN B
civil JJ I
servants NNS I
from IN O
within IN O
the DT B
agency NN I
, , O
but CC O
Mr. NNP B
Goldberg NNP I
said VBD O
he PRP B
plans VBZ O
to TO O
`` `` O
scour VBP O
the DT B
world NN I
'' '' O
for IN O
the DT B
chief JJ I

t/test.data  view on Meta::CPAN

Then RB O
cast-iron NN B
sewer NN I
pipe NN I
and CC O
the DT B
flush JJ I
toilet NN I
were VBD O
followed VBN O
by IN O
sewage NN B
- : I
and CC I
water-treatment NN I
plants NNS I
toward IN O
the DT B
end NN I
of IN O
the DT B
19th JJ I
century NN I
. . O

Medicine NNP B
in IN O
the DT B
19th JJ I
century NN I
was VBD O
dedicated VBN O
mostly RB O
to TO O
combating VBG O
sepsis NN B
and CC O
diagnostic JJ B
analysis NN I
. . O

Then RB O
the DT B
20th JJ I
century NN I
saw VBD O
the DT B
evolution NN I
of IN O
private-sector JJ B
wonder NN I
drugs NNS I
, , O
which WDT B
promulgated VBD O
medical JJ B
therapy NN I
. . O

The DT B
process NN I
dramatically RB O
increased VBD O
our PRP$ B
average JJ I
life NN I
expectancy NN I
, , O
eliminated VBN O
much JJ B
pain NN I
and CC O
constantly RB O
improved VBN O
health NN B
and CC I
well-being NN I
. . O

Most JJS B
public-health JJ I
measures NNS I
were VBD O
handled VBN O
at IN O
the DT B
local JJ I
level NN I
. . O

New NNP B
Environmentalism NNP I
probably RB O
started VBD O
in IN O
1962 CD B
with IN O
the DT B
publication NN I
of IN O
Rachel NNP B
Carson NNP I
's POS B
book NN I
`` `` O
Silent NNP B
Spring NNP I
. . O
'' '' O

Shortly RB O
thereafter RB O
, , O
hysterical JJ B
articles NNS I
began VBD O
to TO O
appear VB O
predicting VBG O
that WDT O
advanced VBD B

t/test.data  view on Meta::CPAN

Chapter NN B
11 CD I
protection NN I
from IN O
creditors NNS B
early JJ B
next JJ I
year NN I
, , O
operating VBG O
with IN O
more JJR B
service NN I
than IN O
it PRP B
originally RB O
had VBD O
scheduled VBN O
. . O

He PRP B
insisted VBD O
, , O
as IN O
he PRP B
has VBZ O
before RB O
, , O
that IN O
creditors NNS B
would MD O
be VB O
paid VBN O
in IN O
full JJ O
under IN O
the DT B
plan NN I
. . O

Mr. NNP B
Lorenzo NNP I
made VBD O
no DT B
mention NN I
of IN O
creditors NNS B
' POS B
negative JJ I
response NN I
to TO O
his PRP$ B
plan NN I
. . O

`` `` O
We PRP B
're VBP O
in IN O
the DT B
process NN I
of IN O
discussing VBG O
an DT B
amended VBN I
plan NN I
with IN O
the DT B
creditors NNS I
and CC O
anticipate VB O
filing NN O
that WDT B
amended VBD I
plan NN I
shortly RB O
, , O
'' '' O
Mr. NNP B
Lorenzo NNP I
told VBD O
reporters NNS B
. . O

`` `` O
We PRP B
're VBP O
meeting VBG O
and CC O
surpassing VBG O
our PRP$ B
goals NNS I
, , O
'' '' O
he PRP B
added VBD O
. . O

In IN O
July NNP B
, , O
Eastern NNP B
and CC O
its PRP$ B
creditors NNS I
agreed VBD O
on IN O
a DT B
reorganization NN I
plan NN I
that WDT B
called VBD O
for IN O
Eastern NNP B
to TO O
sell VB O
$ $ B
1.8 CD I
billion CD I
in IN O
assets NNS B