# Punctuation
. terminator
! terminator
" quote

# The CS211 "corpus"
rudely adverb
oddly adverb
vivaciously adverb
happily adverb
oddly adverb
curiously adverb
somehow adverb
quirkily adverb
quickly adverb
bravely adverb
professor's determiner
carrot adjective
seed noun
TA noun
professor noun
mailbox noun
beloved adjective
mean adjective
scruffy adjective
bewildered adjective
bizarrely adverb
humorously adverb
on preposition
website noun
creative adjective
classroom noun
incitefully adverb
exclaimed verb

# The fairy tail "corpus" for story1..
princess noun
frog noun
knight noun
turned verb
guessed verb
castle noun
wondrously adverb
loyal adjective
painfully adverb
fortunately adverb
miraculously adverb
graciously adverb
hero noun

# The following list is based on John Bauman and Brent Culligan's
# version of the General Service List,
# as available on http://jbauman.com/aboutgsl.html
# with some words dropped, some conjugated,
# and classifications added by hand (and meant 
# only for use with our grammar, not to be fully
# accurate)
the determiner
was verb
of preposition
a determiner
to preposition
in preposition
had verb
that determiner
for preposition
with preposition
at preposition
by preposition
this determiner
from preposition
said verb
made verb
man noun
out preposition
other adjective
time noun
went verb
into preposition
stated verb
only adjective
new adjective
year noun
some determiner
took verb
came verb
knew verb
saw verb
used verb
use noun
got verb
liked verb
first adjective
any determiner
work noun
such determiner
gave verb
thought verb
found verb
day noun
after preposition
way noun
looked verb
before preposition
great adjective
back noun
through preposition
long adjective
well noun
person noun
down preposition
own adjective
good adjective
each determiner
felt verb
seemed verb
high adjective
place noun
little adjective
world noun
still adjective
nation noun
hand noun
old adjective
life noun
told verb
wrote verb
became verb
showed verb
house noun
between preposition
needed verb
mean adjective
called verb
developed verb
under preposition
last adjective
right adjective
moved verb
thing noun
general adjective
school noun
same determiner
another determiner
began verb
number noun
part noun
turn noun
real adjective
left verb
might noun
wanted verb
point noun
form noun
child noun
small adjective
asked verb
late adjective
home noun
interest noun
large adjective
person noun
end noun
open adjective
public adjective
followed verb
present noun
held verb
governed verb 
around preposition
possible adjective
head noun
considered verb
word noun
program noun
problem noun
lead noun
system noun
set verb
order noun
eye noun
plan noun
ran verb
kept verb
face noun
fact noun
group noun
played verb
stood verb
increase noun
early adjective
course noun
changed verb
helped verb
line noun
city noun
put verb
closed verb
case noun
force noun
met verb
water noun
war noun
built verb
heard verb
light adjective
united verb
live adjective
every determiner
country noun
brought verb
center adjective
side noun
try noun
provided verb
continued verb
named verb
certain adjective
power noun
paid noun
result noun
question noun
studied verb
woman noun
member noun
night noun
service noun
report noun
something noun
company noun
week noun
toward preposition
start noun
social adjective
room noun
figure noun
nature noun
young adjective
read verb
included verb
president noun
nothing noun
better adjective
big adjective
boy noun
cost verb
business noun
value noun
second adjective
clear adjective
expected verb
family noun
complete adjective
acted verb
sensed verb
mind noun
experience noun
art noun
next adjective
near preposition
direct adjective
car noun
law noun
industry noun
important adjective
girl noun
matter noun
usual adjective
kind adjective
reason noun
action noun
returned verb
foot noun
care noun
simple adjective
within preposition
love noun
human adjective
along preposition
appeared verb
doctor noun
believed verb
spoke verb
active adjective
student noun
month noun
drove verb
concern noun
best adjective
door noun
hope noun
example noun
informed verb
body noun
probable adjective
understood verb
reached verb
effect noun
different adjective
idea noun
whole adjective
control noun
condition noun
field noun
pass noun
fell verb
note noun
special adjective
talked verb
particular adjective
measured verb
walked verb
taught verb
low adjective
hour noun
typed verb
carried verb
rated verb
remained verb
full adjective
street noun
easy noun
record noun
sat verb
determined verb
level adjective
local adjective
sure adjective
received verb
moment noun
spirit noun
train noun
college noun
music noun
grew verb
free adjective
cause noun
served verb
age noun
book noun
board noun
recent adjective
sound noun
office noun
cut verb
step noun
class noun
true adjective
history noun
position noun
above preposition
strong adjective
friend noun
necessary adjective
added verb
court noun
dealt verb
tax noun
supported verb
party noun
land noun
material noun
happened verb
education noun
death noun
agreed verb
arm noun
mother noun
across preposition
town noun
past noun
view noun
society noun
managed verb
answer noun
break noun
organized verb
half noun
fire noun
lost verb
money noun
stopped verb
actual adjective
effort noun
wait noun
department noun
able adjective
political adjective
learned verb
voice noun
air noun
cover noun
common adjective
subject noun
drew verb
short adjective
wife noun
treated verb
limit noun
road noun
letter noun
color noun
behind preposition
produced verb
sent verb
term noun
total noun
university noun
rose verb
century noun
success noun
minute noun
remembered verb
purpose noun
test noun
fight noun
watched verb
situation noun
south noun
difference noun
stage noun
father noun
table noun
rested verb
bear verb
market noun
prepared verb
explained verb
offered verb
plant noun
charged verb
ground noun
west noun
picture noun
hard adjective
front noun
lied verb
modern adjective
dark adjective
surface noun
rule noun
regarded verb
dance noun
peace noun
observed verb
future adjective
wall noun
farm noun
claimed verb
firm adjective
operation noun
pressure noun
property noun
morning noun
amount noun
top adjective
outside preposition
piece noun
beauty noun
trade noun
fear noun
demand noun
wondered verb
list noun
accepted verb
judged verb
painted verb
mile noun
responsible adjective
allowed verb
secretary noun
heart noun
union noun
slow adjective
island noun
entered verb
drank verb
story noun
experiment noun
stayed verb
paper noun
space noun
applied verb
decided verb
shared verb
desired verb
spent verb
sign noun
visited verb
supplied verb
officer noun
doubt noun
private adjective
immediate adjective
wish noun
contained verb
fed verb
raise noun
described verb
ready adjective
horse noun
son noun
existed verb
north noun
suggested verb
station noun
effective adjective
food noun
deep adjective
wide adjective
character noun
English adjective
happy adjective
critic noun
unit noun
product noun
respect noun
dropped verb
filled verb
cold adjective
represented verb
sudden adjective
basic adjective
killed verb
fine adjective
trouble noun
marked verb
single adjective
pressed verb
heavy adjective
attempt noun
origin noun
standard adjective
everything noun
committee noun
moral adjective
bad adjective
earth noun
accord noun
remark noun
basis noun
equal adjective
east noun
event noun
employed verb
defense noun
smile noun
river noun
improved verb
game noun
detail noun
account noun
cent noun
sorted verb
reduced verb
club noun
bought verb
attention noun
ship noun
decision noun
wore verb
inside preposition
won verb
ride noun
operated verb
realized verb
sale noun
chose verb
park noun
square noun
voted verb
price noun
district noun
foreign adjective
window noun
beyond preposition
direction noun
strike noun
trial noun
practiced verb
caught verb
opportunity noun
likely adverb
recognized verb 
permitted verb
serious adjective
floor noun
association noun
spring noun
lot noun
stock noun
lacked verb
hair noun
science noun
relation noun
profession noun
pattern noun
quick adjective
medical adjective
influence noun
occasion noun
machine noun
compared verb
husband noun
blue adjective
international adjective
fair adjective
imagined verb
surprise noun
average adjective
official adjective
temperature noun
difficult adjective
sang verb
hit noun
tree noun
race noun
police noun
touch noun
relative noun
threw verb
quality adjective
former adjective
pulled verb
chance noun
proved verb
argued verb
settled verb
growth noun
date noun
heat noun
saved verb
performance noun
count noun
production noun
listened verb
main adjective
pick noun
size noun
cool adjective
patient adjective
combined verb
summer noun
hall noun
slight adjective
command noun
length noun
proper adjective
expressed verb
health noun
chief adjective
evening noun
store noun
language noun
degree noun
current adjective
dog noun
hotel noun
strange adjective
separate adjective
boat noun
clean adjective
dress noun
gained verb
object noun
knowledge noun
related verb
below preposition
dollar noun
advanced verb
shape noun
arranged verb
population noun
sold verb
mentioned verb
dry adjective
check noun
poet noun
sleep noun
joined verb
hot adjective
bed noun
electric adjective
dream noun
season noun
manner noun
fit adjective
left adjective
progress noun
strength noun
notice noun
finished verb
opinion noun
bill noun
western adjective
truth noun
wrong adjective
travel noun
suit noun
bank noun
exact adjective
honor noun
brother noun
quiet adjective
corner noun
handle noun
danger noun
hospital noun
pool noun
promised verb
scene noun
literature noun
arrived verb
film noun
base noun
freedom noun
bar noun
suffered verb
manufactured verb
frequent adjective
rocked verb
loss noun
burned verb
sun noun
audience noun
essential adjective
glass adjective
prevented verb
poem noun
poor adjective
inch noun
song noun
skill noun
post noun
popular adjective
radio noun
animal noun
conscious adjective
worth noun
ate verb
election noun
wave noun
model noun
forgot verb
extended verb
edge noun
distance noun
memory noun
recommended verb
division noun
staff noun
leg noun
discussion noun
address noun
flew verb
dependent adjective
ball noun
shook verb
frame noun
extreme adjective
engineer noun
thick adjective
comforted verb
camp noun
oil noun
discovered verb
examined verb
difficulty noun
tooth noun
middle adjective
choice noun
referred verb
practical adjective
bridge noun
declared verb
lady noun
daily adjective
afternoon noun
attended verb
director noun
balanced verb
washed verb
capital noun
speed noun
block noun
citizen noun
mouth noun
hill noun
green adjective
motor noun
agency noun
encouraged verb
governor noun
worried verb
shoulder noun
bright adjective
mass noun
sample adjective
pretty adjective
repeated verb
roll noun
pushed verb
trip noun
council noun
clothed verb
parent noun
forward noun
sharp adjective
straight adjective
gas noun
weight noun
discussed verb
fixed verb
loaded verb
mastered verb
round adjective
rapid adjective
laughed verb
finger noun
spot noun
proposed verb
shop noun
broad adjective
replaced verb
reply noun
extent noun
lock noun
employee noun
ahead preposition
sight noun
wind noun
approved verb
pound noun
fame noun
importance noun
reflected verb
advantage noun
match noun
regular adjective
wage noun
refused verb
existence noun
hardly adverb
performed verb
title noun
tended verb
exercise noun
thin adjective
coat noun
bit noun
mountain noun
youth noun
behavior noun
newspaper noun
secret adjective
ability noun
sea noun
soft adjective
justice noun
reasonable adjective
circle noun
solid adjective
page noun
fast adjective
representative noun
searched verb
pure adjective
escaped verb
crowd noun
stick noun
telephone noun
avoided verb
garden noun
favor noun
news noun
dinner noun
signal noun
yard noun
ideal adjective
warm adjective
missed verb
shelter noun
article noun
cried verb
captain noun
familiar adjective
seat noun
guest noun
weak adjective
excited verb
king noun
wine noun
hole noun
duty noun
beat noun
perfect adjective
bottom adjective
composed verb
expense noun
cattle noun
flow noun
kitchen noun
dust noun
bottle noun
admitted verb
tear noun
tire noun
expression noun
exception noun
application noun
belonged verb
rich adjective
failure noun
struggle noun
instrument noun
variety noun
narrow adjective
theater noun
collection noun
rain noun
review noun
preserved verb
leadership noun
clay noun
daughter noun
fellow noun
swing noun
thanked verb
library noun
fat adjective
reserved verb
tour noun
nice adjective
warned verb
ring noun
bitter adjective
chair noun
yesterday adjective
scientific adjective
flower noun
wheel noun
solution noun
aim noun
gathered verb
invited verb
fresh adjective
forest noun
winter noun
box noun
ordinary adjective
impossible adjective
print noun
gray noun
taste noun
lip noun
speech noun
reference noun
stain noun
connection noun
stretch noun
knife noun
village noun
blow noun
mistake noun
sweet adjective
shouted verb
divided verb
guarded verb
exchange noun
rare adjective
commercial adjective
request noun
appointed verb
agent noun
dependence noun
bird noun
wild adjective
motion noun
guess noun
neighbor noun
seed noun
fashion noun
loan noun
correct adjective
plain noun
mail noun
retired verb
opposite adjective
preferred verb
safe adjective
evil adjective
double adjective
wood noun
empty adjective
baby noun
content adjective
sport noun
lifted verb
literary adjective
curious adjective
tie noun
flat adjective
message noun
neck noun
dirt noun
delight noun
trust noun
valley noun
tool noun
presence noun
cook noun
railroad noun
minister noun
coffee noun
brushed verb
beside preposition
collected verb
guided verb
luck noun
profit noun
prison noun
cloud noun
chairman noun
soil noun
distinguished verb
introduced verb
urged verb
arose verb
upper adjective
curve noun
membership noun
key noun
entertained verb
soul noun
neighborhood noun
friendly adjective
pair noun
stone adjective
lean adjective
protected verb
advertised verb
mystery adjective
welcome adjective
knee noun
jump noun
snake noun
stream noun
avenue noun
disease noun
hat noun
 