Algorithm-CRF

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t/test.data  view on Meta::CPAN

It PRP B
was VBD O
modest JJ B
pay NN I
by IN O
American JJ B
standards NNS I
, , O
but CC O
a DT B
healthy JJ I
boost NN I
to TO O
his PRP$ B
small JJ I
military JJ I
salary NN I
, , O
which WDT B
fellow NN B
officers NNS I
remember VBP O
as IN O
having VBG O
been VBN O
$ $ B
300 CD I
to TO I
$ $ I
400 CD I
monthly JJ O
. . O

`` `` O
He PRP B
did VBD O
it PRP B
very RB O
well RB O
, , O
'' '' O
recalls VBZ O
Boris NNP B
Martinez NNP I
, , O
a DT B
former JJ I
Panamanian JJ I
colonel NN I
who WP B
managed VBD O
Mr. NNP B
Noriega NNP I
and CC O
his PRP$ B
operation NN I
. . O

`` `` O
He PRP B
started VBD O
building VBG O
the DT B
files NNS I
that WDT B
helped VBD O
him PRP B
gain VBP O
power NN B
. . O
'' '' O

A DT B
National NNP I
Guard NNP I
job NN I
assumed VBN O
by IN O
Capt. NNP B
Noriega NNP I
in IN O
1964 CD B
-- : O
as IN O
chief NN B
of IN O
the DT B
transit NN I
police NN I
in IN O
David NNP B
City NNP I
, , O
capital NN B
of IN O
the DT B
Chiriqui NNP I
Province NNP I
-- : O
was VBD O
tailor-made JJ O
for IN O
an DT B
aspiring JJ I
super-spy NN I
. . O

By IN O
pressuring VBG O
taxi NN B
and CC I
bus NN I
drivers NNS I
who WP B
needed VBD O
licenses NNS B
, , O
he PRP B
gained VBD O
a DT B
ready JJ I

t/test.data  view on Meta::CPAN

and CC I
human-rights JJ I
monitor NN I
, , O
recalls VBZ O
an DT B
intoxicated JJ I
Noriega NNP I
visiting VBG O
prisoners NNS B
in IN O
their PRP$ B
cells NNS I
at IN O
the DT B
5th NNP I
Zone NNP I
Garrison NNP I
headquarters NN I
in IN O
David NNP B
, , O
where WRB O
he PRP B
had VBD O
his PRP$ B
offices NNS I
. . O

Mr. NNP B
Noriega NNP I
would MD O
order VB O
them PRP B
all DT O
to TO O
take VB O
off IN O
their PRP$ B
clothes NNS I
and CC O
run VB O
around IN O
the DT B
courtyard NN I
naked JJ O
, , O
laughing VBG O
at IN O
them PRP B
and CC O
then RB O
retreating VBG O
to TO O
his PRP$ B
office NN I
. . O

`` `` O
People NNS B
started VBD O
wondering VBG O
if IN O
something NN B
was VBD O
wrong JJ O
with IN O
him PRP B
, , O
'' '' O
Mr. NNP B
Miranda NNP I
recalls VBZ O
. . O

But CC O
through IN O
this DT B
period NN I
, , O
so RB O
far RB O
as IN O
the DT B
U.S. NNP I
military NN I
was VBD O
concerned VBN O
, , O
Mr. NNP B
Noriega NNP I
was VBD O
a DT B
model NN I
recruit NN I
. . O

He PRP B
signed VBD O
up IN O
for IN O
intelligence NN B
and CC I
counter-intelligence JJ I
training NN I
under IN O
American JJ B
officers NNS I
at IN O
Fort NNP B
Gulick NNP I
in IN O
Panama NNP B
in IN O
July NNP B
1967 CD I
, , O
according VBG O
to TO O
a DT B
copy NN I

t/test.data  view on Meta::CPAN

had VBD O
been VBN O
executive NN B
financial JJ I
assistant NN I
to TO O
the DT B
chairman NN I
. . O

Certainly RB O
conservative JJ B
environmentalists NNS I
can MD O
defend VB O
their PRP$ B
limited JJ I
government NN I
position NN I
by IN O
differentiating VBG O
between IN O
Old NNP B
Environmentalism NNP I
and CC O
New NNP B
Environmentalism NNP I
-LRB- ( O
`` `` O
Journalists NNS B
and CC I
Others NNS I
for IN O
Saving VBG O
the DT B
Planet NNP I
, , O
'' '' O
by IN O
David NNP B
Brooks NNP I
, , O
editorial NN B
page NN I
, , O
Oct. NNP B
5 NN I
-RRB- ) O
. . O

Old NNP B
Environmentalism NNP I
involved VBD O
microbe NN B
hunters NNS I
and CC O
sanitationists NNS B
. . O

It PRP B
started VBD O
with IN O
improvements NNS B
in IN O
hygiene NN B
made VBD O
possible JJ O
by IN O
affordable JJ B
soap NN I
and CC O
washable JJ B
underwear NN I
during IN O
the DT B
Industrial NNP I
Revolution NNP I
. . O

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
industrial JJ I
societies NNS I
would MD O
produce VB O
a DT B
blackened VBN I
, , I
uninhabitable JJ I
planet NN I
possibly RB O
by IN O
the DT B
turn NN I
of IN O
the DT B
century NN I
. . O

These DT B
apocalyptic JJ I
predictions NNS I
were VBD O
advanced VBN O
by IN O
such JJ B
stalwarts NNS I
as IN O
Paul NNP B
Ehrlich NNP I
, , O
Barry NNP B
Commoner NNP I
, , O

t/test.data  view on Meta::CPAN

% NN I
to TO O
$ $ B
32.6 CD I
million CD I
, , O
or CC O
49 CD B
cents NNS I
a DT B
share NN I
. . O

In IN O
the DT B
year-earlier JJ I
quarter NN I
, , O
the DT B
chemicals NNS I
company NN I
had VBD O
net NN B
of IN O
$ $ B
49.8 CD I
million CD I
, , O
or CC O
75 CD B
cents NNS I
a DT B
share NN I
. . O

Sales NNS B
were VBD O
$ $ B
623 CD I
million CD I
, , O
up IN O
0.5 CD B
% NN I
from IN O
$ $ B
619.8 CD I
million CD I
a DT B
year NN I
ago RB O
. . O

Rohm NNP B
& CC I
Haas NNP I
, , O
which WDT B
plans VBZ O
to TO O
start VB O
operating VBG O
seven CD B
new JJ I
production NN I
units NNS I
this DT B
year NN I
, , O
attributed VBD O
the DT B
profit NN I
slide NN I
partly RB O
to TO O
higher JJR B
start-up JJ I
expense NN I
. . O

The DT B
company NN I
also RB O
cited VBD O
the DT B
stronger JJR I
dollar NN I
, , O
which WDT B
cuts VBZ O
the DT B
value NN I
of IN O
overseas JJ B
profit NN I
when WRB O
it PRP B
is VBZ O
translated VBN O
into IN O
dollars NNS B
. . O

In IN O
addition NN B
, , O
the DT B
company NN I
said VBD O
, , O
it PRP B
was VBD O
hurt VBN O
by IN O
higher JJR B
than IN I
previous-year JJ I
costs NNS I
for IN O
raw JJ B
materials NNS I
, , O
though IN O
those DT B
costs NNS I
have VBP O
declined VBN O
since IN O
the DT B
second JJ I
quarter NN I
. . O

Incrementally RB B
higher JJR I
production NN I
of IN O