LLM challenge

I have a list of words

'll
'tis
'twas
've
a's
able
ableabout
abroad
abst
accordance
according
accordingly
across
act
ad
added
adj
adopted
ae
af
affected
affecting
affects
afterwards
ag
ago
ah
ahead
ai
ain't
aint
al
allow
allows
alone
along
alongside
already
amid
amidst
among
amongst
amoungst
amount
announce
another
anybody
anyhow
anymore
anyone
anything
anyway
anyways
anywhere
ao
apart
apparently
appear
appreciate
appropriate
approximately
aq
ar
area
areas
aren
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arent
arise
around
arpa
as
aside
ask
asked
asking
asks
associated
au
auth
available
aw
away
awfully
az
b
ba
back
backed
backing
backs
backward
backwards
bb
bd
becomes
becoming
beforehand
began
begin
beginning
beginnings
begins
behind
beings
believe
below
beside
besides
best
better
between
beyond
bf
bg
bh
bi
big
bill
billion
biol
bj
bm
bn
bo
bottom
br
brief
briefly
bs
bt
buy
bv
bw
bz
c
c'mon
c's
ca
call
came
can't
cannot
cant
caption
case
cases
cause
causes
cc
cd
certain
certainly
cf
cg
ch
changes
ci
ck
cl
clear
clearly
click
cm
cmon
cn
co
co.
com
come
comes
computer
con
concerning
consequently
consider
considering
contain
containing
contains
copy
corresponding
could've
couldn
couldn't
couldnt
course
cr
cry
cs
cu
currently
cv
cx
cy
cz
d
dare
daren't
darent
date
de
dear
definitely
describe
described
despite
detail
didn
didn't
didnt
differ
different
differently
directly
dj
dk
dm
doesn
doesn't
doesnt
don
don't
done
dont
doubtful
downed
downing
downs
downwards
due
dz
e
each
early
ec
ed
edu
ee
effect
eg
eh
eight
eighty
eleven
elsewhere
empty
end
ended
ending
ends
enough
entirely
er
es
especially
et
et-al
etc
even
evenly
ever
evermore
every
everybody
everyone
everything
everywhere
ex
exactly
example
except
f
face
faces
fact
facts
fairly
far
farther
felt
fewer
ff
fi
fifteen
fifth
fifty
fify
fill
find
finds
fire
first
five
fix
fj
fk
fm
fo
followed
following
follows
forever
former
formerly
forth
forty
forward
found
four
fr
free
front
full
fully
furthered
furthering
furthermore
furthers
fx
g
ga
gave
gb
gd
ge
general
generally
get
gets
getting
gf
gg
gh
gi
give
given
gives
giving
gl
gm
gmt
gn
go
goes
going
gone
good
goods
got
gotten
gov
gp
gq
gr
great
greater
greatest
greetings
group
grouped
grouping
groups
gs
gt
gu
gw
gy
h
hadn't
hadnt
half
happens
hardly
hasn
hasn't
hasnt
haven
haven't
havent
hed
hell
hello
help
hereafter
hereby
herein
heres
hereupon
herse”
hes
hi
hid
high
higher
highest
himse”
hither
hk
hm
hn
home
homepage
hopefully
how'd
how'll
howbeit
however
hr
ht
htm
html
http
hu
hundred
i.e.
id
ie
ignored
ii
il
ill
im
immediate
immediately
importance
important
inasmuch
inc
inc.
indeed
index
indicate
indicated
indicates
information
inner
inside
insofar
instead
int
interest
interested
interesting
interests
into
invention
inward
io
iq
ir
isn
isn't
isnt
it'd
it'll
itd
itll
itse”
ive
j
je
jm
jo
join
jp
k
ke
keep
keeps
kept
keys
kg
kh
ki
kind
km
kn
knew
know
known
knows
kp
kr
kw
ky
kz
l
la
large
largely
last
lately
later
latest
latter
latterly
lb
lc
least
length
less
lest
let
lets
li
like
liked
likely
likewise
line
little
lk
ll
long
longer
longest
look
looking
looks
low
lower
lr
ls
lt
ltd
lu
lv
ly
m
ma
made
mainly
make
makes
making
man
many
may
mayn't
maynt
mc
md
mean
means
meantime
meanwhile
member
members
men
merely
mg
mh
microsoft
might've
mightn't
mightnt
mil
mill
million
minus
miss
mk
ml
mm
mn
mo
more
moreover
mostly
move
mp
mq
mr
mrs
ms
msie
mt
mu
much
mug
must've
mustn't
mustnt
mv
mw
mx
myse”
mz
n
na
name
namely
nay
nc
nd
ne
near
nearly
necessarily
necessary
need
needed
needing
needn't
neednt
needs
neither
net
netscape
never
neverf
neverless
nevertheless
new
newer
newest
next
nf
ng
ni
nine
ninety
nl
no
no-one
nobody
non
none
nonetheless
noone
normally
nos
noted
nothing
notwithstanding
novel
now
nowhere
np
nr
nu
null
number
numbers
nz
o
obtain
obtained
obviously
off
often
okay
old
older
oldest
om
omitted
one
one's
ones
onto
open
opened
opening
opens
opposite
ord
order
ordered
ordering
orders
org
others
otherwise
oughtn't
oughtnt
outside
over
overall
owing
p
pa
page
pages
part
parted
particular
particularly
parting
parts
past
pe
per
perhaps
pf
pg
ph
pk
pl
place
placed
places
please
plus
pm
pmid
pn
point
pointed
pointing
points
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possibly
potentially
pp
pr
predominantly
present
presented
presenting
presents
presumably
previously
primarily
probably
problem
problems
promptly
proud
provided
provides
pt
put
puts
pw
py
q
qa
que
quickly
quite
qv
r
ran
rather
rd
re
readily
really
reasonably
recent
recently
ref
refs
regarding
regardless
regards
related
relatively
research
reserved
respectively
resulted
resulting
results
right
ring
ro
room
rooms
round
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run
rw
s
sa
said
same
saw
say
saying
says
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sc
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se
sec
second
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seconds
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see
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seem
seemed
seeming
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sees
self
selves
sensible
sent
serious
seriously
seven
seventy
several
sg
sh
shall
shan't
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shed
shell
shes
should've
shouldn
shouldn't
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showed
showing
shown
showns
shows
si
side
sides
significant
significantly
similar
similarly
since
sincere
site
six
sixty
sj
sk
sl
slightly
sm
small
smaller
smallest
sn
somebody
someday
somehow
someone
somethan
something
sometime
sometimes
somewhat
somewhere
soon
sorry
specifically
specified
specify
specifying
sr
st
state
states
still
stop
strongly
su
sub
substantially
successfully
sufficiently
suggest
sup
sure
sv
sy
system
sz
t
t's
take
taken
taking
tc
td
tell
ten
tends
test
text
tf
tg
th
than
thank
thanks
thanx
that'll
that've
thatll
thats
thatve
then
thence
there'd
there'll
there're
there've
thereafter
thereby
thered
therefore
therein
therell
thereof
therere
theres
thereto
thereupon
thereve
theyd
theyll
theyre
theyve
thick
thin
thing
things
think
thinks
third
thirty
thorough
thoroughly
thou
though
thoughh
thought
thoughts
thousand
three
throug
throughout
thru
thus
til
till
tip
tis
tj
tk
tm
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today
together
took
top
toward
towards
tp
tr
tried
tries
trillion
truly
try
trying
ts
tt
turn
turned
turning
turns
tv
tw
twas
twelve
twenty
twice
two
tz
u
ua
ug
uk
um
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usefully
usefulness
uses
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va
value
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vc
ve
versus
vg
vi
via
viz
vn
vol
vols
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want
wanted
wanting
wants
wasn
wasn't
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way
ways
web
webpage
website
wed
welcome
well
wells
went
weren
weren't
werent
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wf
what'd
what'll
what've
whatever
whatll
whats
whatve
when'd
when'll
whence
where'd
where'll
whereafter
whereby
wherein
wheres
whereupon
which
whichever
whilst
whim
whither
who'd
who'll
whod
whole
wholl
whomever
whos
why'd
why'll
widely
width
willing
wish
without
won
won't
wonder
wont
words
work
worked
working
works
world
would've
wouldn
wouldn't
wouldnt
ws
www
x
y
ye
year
years
youd
youll
young
younger
youngest
youre
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Select only 50 words from this list that are primarily functional and carry minimal meaning in the context of keyword searches (but generate significant noise in the case of partial matches). Example - which, shall, very. Do not add any words not present on the list above. The resulting list should contain only words, one word per line