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Event Detection
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Demonstration
The LEAF Lab
Data
Events
Data: MAVEN
Trigger word:
raids
Event Types (Count):
Attack (68)
NegTrigger (15)
Hostile_encounter (1)
Negative Trigger
the
royal
air
force
carried out
Action
two
bombing
Attack
raids
Attack
on
sofia
,
the
capital
of
bulgaria
,
in
retaliation
for
the
attacks
Attack
on
yugoslavia
,
which
ultimately
surrendered
Surrendering
on
17
april
.
The
IDF
had
responded
Response
with
artillery
fire
and
air
raids
Attack
.
In
the
course
of
the
hunt
Military_operation
there
were
several
raids
Attack
and
false
alarms
across
the
region
.
In
1814
,
one
of
these
raids
burned
Bodily_harm
the
capital
,
but
the
Americans
later
repulsed
Defending
British
attempts
to
invade
Attack
New
York
and
Maryland
,
ending
invasions
from
Canada
into
the
northern
and
mid-Atlantic
states
.
Ngāpuhi
chief
Hongi
Hika
in
1818
used
Using
newly
acquired
muskets
to
launch
devastating
Destroying
raids
Attack
from
his
Northland
base
into
the
Bay
of
Plenty
,
where
local
Māori
were
still
relying
Supply
on
traditional
weapons
of
wood
and
stone
.
The
Musket
Wars
were
a
series
of
as
many
as
3,000
battles
and
raids
Attack
fought
Hostile_encounter
throughout
New
Zealand
(
including
the
Chatham
Islands
)
among
Māori
between
1807
and
1837
,
after
Māori
first
obtained
Getting
muskets
and
then
engaged
Participation
in
an
intertribal
arms
race
in
order
to
gain
Getting
territory
or
seek
revenge
for
past
defeats
.
In
the
following
years
he
launched
Military_operation
equally
successful
raids
Attack
on
``
iwi
''
in
Auckland
,
Thames
,
Waikato
and
Lake
Rotorua
,
taking
Conquering
large
numbers
of
his
enemies
as
slaves
,
who
were
put
Placing
to
work
Being_in_operation
cultivating
Cause_to_make_progress
and
dressing
Wearing
flax
to
trade
Exchange
with
Europeans
for
more
muskets
.
In
1835
the
fighting
Hostile_encounter
went
Motion
offshore
as
Ngāti
Mutunga
and
Ngāti
Tama
launched
Military_operation
devastating
Destroying
raids
Attack
on
the
pacifist
Moriori
in
the
Chatham
Islands
.
Meanwhile
,
other
Native
Americans
conducted
Action
raids
Attack
against
forts
and
settlements
largely
unprotected
Having_or_lacking_access
with
the
absence
of
U.S.
troops
.
Some
Ho-Chunk
and
Potawatomi
warriors
with
grievances
against
European-Americans
took part
Dispersal
in
these
raids
Attack
,
although
most
tribe
members
tried
to
avoid
Preventing_or_letting
the
conflict
Violence
.
The
Battle
Hostile_encounter
of
Koziatyn
(
also
known
as
the
Raid
Attack
on
Koziatyn
and
Koziatyn
Envelopment
Besieging
)
of
25–27
April
1920
was
one
of
the
most
spectacular
raids
Attack
of
the
Polish
cavalry
during
the
Polish-Soviet
War
Military_operation
.
according
to
the
bbc
,
in
response
Response
to
rocket
fire
Use_firearm
from
the
gaza
strip
,
israel
launched
Military_operation
air
raids
Attack
on
gaza
.
The
Narragansetts
remained
Presence
neutral
,
but
several
individual
Narragansetts
participated
Participation
in
raids
of
colonial
strongholds
and
militia
,
so
colonial
leaders
deemed
Coming_to_believe
them
to
be
in
violation
of
peace
treaties
.
The
Carthaginian
army
under
Hannibal
Mago
besieged
Besieging
the
Dorian
Greek
city
of
Akragas
in
retaliation
Revenge
for
the
Greek
raids
on
Punic
colonies
in
Sicily
.
The
camps
were
raided
Attack
after
initiatives
Statement
to
end
Process_end
the
six-week
sit-ins
Social_event
by
peaceful
means
failed
and
as
a
result
of
the
raids
Attack
the
camps
were
cleared
Emptying
out
within
hours
.
The
raids
Attack
were
described
Statement
by
Human
Rights
Watch
as
``
one
of
the
world
's
largest
killings
Killing
of
demonstrators
in
a
single
day
in
recent
history
''
.
the
mount
hope
bay
raids
Attack
were
a
series
of
military
raids
Attack
conducted
Action
by
british
troops
during
the
american
revolutionary
war
against
communities
on
the
shores
of
mount
hope
bay
on
may
25
and
31
,
1778
.
the
mount
hope
bay
raids
Attack
were
a
series
of
military
raids
Attack
conducted
Action
by
british
troops
during
the
american
revolutionary
war
against
communities
on
the
shores
of
mount
hope
bay
on
may
25
and
31
,
1778
.
Homes
as
well
as
municipal
and
religious
buildings
were
also
destroyed
Destroying
in
the
raids
.
although
outnumbered
,
the
russians
pressured
the
various
family-based
tribes
into
changing
Change
their
loyalties
and
establishing
Creating
distant
forts
from
which
they
conducted
Action
raids
Attack
.
Following
Motion_directional
a
series
of
Tatar
raids
Attack
in
retaliation
against
the
Russian
advance
Cause_to_make_progress
,
Yermak
's
forces
prepared
GetReady
for
a
campaign
to
take
Creating
Qashliq
,
the
Siberian
capital
.
In
644
at
Madinah
,
Caliph
Umar
(
Omar
)
was
succeeded
Change_of_leadership
by
Uthman
ibn
Affan
(
Othman
)
,
during
whose
twelve-year
rule
Armenia
,
Cyprus
,
and
all
of
Iran
,
would
be
added
Cause_to_be_included
to
the
growing
Expansion
Islamic
empire
;
Afghanistan
and
North
Africa
would
receive
Receiving
major
invasions
Attack
;
and
Muslim
sea
raids
Attack
would
range
Cause_to_be_included
from
Rhodes
to
the
southern
coasts
of
the
Iberian
Peninsula
.
The
two
sides
exchanged
Exchange
air
raids
Attack
on
the
first
day
of
war
Hostile_encounter
,
but
little
transpired
Coming_to_believe
on
the
Alpine
front
,
since
France
and
Italy
had
defensive
Defending
strategies
Arranging
.
Under
the
Abbasid
Empire
,
relations
became
Becoming
more
normal
,
with
embassies
exchanged
Exchange
and
even
periods
of
truce
,
but
conflict
Hostile_encounter
remained
the
norm
,
with
almost
annual
raids
Attack
and
counter-raids
,
sponsored
Supply
either
by
the
Abbasid
government
or
by
local
rulers
,
well
into
the
10th
century
.
over
the
next
fifty
years
,
under
the
umayyad
caliphs
,
the
arabs
would
launch
Military_operation
repeated
raids
Attack
into
unk
asia
minor
,
twice
besiege
Besieging
the
byzantine
capital
of
constantinople
,
and
conquer
Conquering
the
byzantine
exarchate
of
africa
.
Only
after
740
did
they
begin
Process_start
to
launch
Military_operation
their
raids
Attack
in
an
attempt
to
combat
Military_operation
the
Arabs
and
take
Conquering
the
lands
they
had
lost
,
but
still
the
Abbasid
Empire
was
able
to
retaliate
Defending
with
often
massive
and
destructive
Destroying
invasions
Attack
of
Asia
Minor
.
The
Arabs
also
took
to
the
sea
,
and
from
the
650s
on
,
the
entire
Mediterranean
Sea
became
Becoming
a
battleground
,
with
raids
Attack
and
counter-raids
being
launched
Military_operation
against
islands
and
the
coastal
settlements
.
Arab
raids
Attack
reached
Arriving
a
peak
in
the
9th
and
early
10th
centuries
,
after
the
conquests
of
Crete
,
Malta
and
Sicily
,
with
their
fleets
reaching
Arriving
the
coasts
of
France
and
Dalmatia
and
even
the
suburbs
of
Constantinople
.
In
September
,
RAF
Bomber
Command
night
raids
Attack
disrupted
Hindering
the
German
preparation
of
converted
Change
barges
,
and
the
Luftwaffe
's
failure
to
overwhelm
the
RAF
forced
Causation
Hitler
to
postpone
Hindering
and
eventually
cancel
Process_end
Operation
Sea
Lion
.
Germany
proved
unable
to
sustain
daylight
raids
Attack
,
but
their
continued
night-bombing
operations
Military_operation
on
Britain
became
Becoming
known
as
the
Blitz
.
Between
1975
and
1988
the
SADF
staged
Hold
massive
conventional
raids
Attack
into
Angola
and
Zambia
to
eliminate
Removing
PLAN
's
forward
operating
bases
.
ostensibly
to
stop
Process_end
these
raids
Attack
,
but
also
to
disrupt
Hindering
the
growing
alliance
between
the
sadf
and
the
national
union
for
the
total
independence
for
angola
(
unita
)
,
which
the
former
was
arming
Hold
with
captured
plan
equipment
,
the
soviet
union
backed
the
people
's
armed
forces
of
liberation
of
angola
(
fapla
)
through
a
large
contingent
of
military
advisers
and
up
to
four
billion
dollars
'
worth
of
modern
defence
technology
in
the
1980s
.
Indigenous
Australians
led
by
Pemulwuy
also
conducted
Action
raids
Attack
around
Parramatta
during
the
period
between
1795
and
1802
.
The
``
conquistadores
''
launched
Process_start
punitive
raids
,
but
the
natives
abandoned
GiveUp
their
towns
and
fled
Escaping
to
inaccessible
regions
.
Allied
forces
conducted
Action
many
air
raids
Attack
on
Japan
during
World
War
Military_operation
II
,
causing
Causation
extensive
destruction
Destroying
to
the
country
's
cities
and
killing
Killing
between
241,000
and
900,000
people
.
During
the
first
years
of
the
Pacific
War
Military_operation
these
attacks
Attack
were
limited
Limiting
to
the
Doolittle
Raid
Attack
in
April
1942
and
small-scale
raids
Attack
on
military
positions
Placing
in
the
Kuril
Islands
from
mid-1943
.
Strategic
bombing
Attack
raids
Attack
began
Process_start
in
June
1944
and
continued
until
the
end
Process_end
of
the
war
Military_operation
in
August
1945
.
From
June
1944
until
January
1945
,
B-29s
stationed
in
India
staged
Motion_directional
through
bases
in
China
to
make
Creating
a
series
of
nine
raids
Attack
on
targets
in
western
Japan
,
but
this
effort
proved
ineffective
.
The
most
commonly
cited
Adducing
estimate
of
Japanese
casualties
Catastrophe
from
the
raids
Attack
is
333,000
killed
Killing
and
473,000
wounded
Bodily_harm
.
In
addition
to
the
loss
Earnings_and_losses
of
mostly
civilian
life
,
the
raids
Attack
contributed
Assistance
to
a
large
decline
Cause_change_of_position_on_a_scale
in
industrial
production
Creating
.
The
Pakistan
Army
,
which
had
the
backing
of
Islamists
,
created
Creating
radical
religious
militias
–
the
Razakars
,
Al-Badr
and
Al-Shams
–
to
assist
Assistance
it
during
raids
Attack
on
the
local
populace
.
The
urban
areas
of
Darwin
also
suffered
Confronting_problem
some
damage
Damaging
from
the
raids
Attack
and
there
were
a
number
of
civilian
casualties
.
The
two
Japanese
air
raids
Attack
were
the
first
,
and
largest
,
of
more
than
100
air
raids
Attack
against
Australia
during
1942–43
.
The
two
Japanese
air
raids
Attack
were
the
first
,
and
largest
,
of
more
than
100
air
raids
Attack
against
Australia
during
1942–43
.
On
that
day
,
242
Japanese
aircraft
,
in
two
separate
raids
Attack
,
attacked
Attack
the
town
,
ships
in
Darwin
's
harbour
and
the
town
's
two
airfields
in
an
attempt
to
prevent
Preventing_or_letting
the
Allies
from
using
Using
them
as
bases
to
contest
Military_operation
the
invasion
Attack
of
Timor
and
Java
during
World
War
Military_operation
II
.
On
March
8
,
1969
,
Nasser
proclaimed
Statement
the
official
launch
of
the
War
of
Attrition
,
characterized
Statement
by
large-scale
shelling
Attack
along
the
Suez
Canal
,
extensive
aerial
warfare
Hostile_encounter
and
commando
raids
Attack
.
However
,
talks
Telling
were
disrupted
Hindering
by
accusations
that
the
Sudanese
army
launched
raids
Attack
and
air
strikes
Attack
against
a
village
,
violating
the
Tolu
agreement
.
RAF
Fighter
Command
defeated
Conquering
the
German
raids
Attack
.
The
Wagon
Box
Fight
was
the
last
major
engagement
of
the
war
,
but
native
raids
continued
against
travelers
and
soldiers
,
the
telegraph
,
and
Union
Pacific
Railway
,
which
was
under
construction
Building
.
Most
of
the
raids
Attack
consisted
Forming_relationships
of
ten
men
of
various
ranks
,
carried
Carry_goods
by
Motor
Torpedo
Boats
and
dories
,
except
for
one
operation
,
which
was
an
airborne
landing
.
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