FinancialBERT / vocab.txt
Ahmed HAZOURLI (BFR)
FinancialBERT model
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[CLS]
[SEP]
[MASK]
the
of
and
to
in
a
our
we
for
that
or
is
as
on
with
are
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from
by
be
this
million
at
have
not
which
may
an
other
was
will
company
its
financial
you
it
any
these
i
sales
net
quarter
.
has
cash
operating
market
could
business
income
new
were
s
more
if
increase
year
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growth
capital
ended
also
interest
all
revenue
but
such
due
than
increased
over
31,
first
investment
â
months
under
results
during
-
securities
total
compared
products
us
would
research
stock
about
been
so
credit
related
services
including
price
rate
tax
their
some
primarily
30,
product
december
can
costs
there
management
based
through
certain
approximately
value
into
operations
cost
##'s
do
##)
report
per
believe
future
up
fiscal
three
higher
##;
additional
think
result
one
million,
information
current
no
assets
significant
should
revenues
well
share
impact
earnings
continue
those
&
see
subject
period
##.
lower
expect
had
just
expenses
expected
what
expense
next
changes
third
last
time
equity
average
june
##â
they
customers
debt
risk
u.s.
september
second
when
development
prior
margin
your
company's
markets
loss
loan
very
common
number
companies
use
while
ability
march
gross
statements
morgan
going
each
shares
same
service
consolidated
performance
within
both
change
material
now
available
where
used
provide
offset
decrease
include
only
loans
##:
##ing
amount
addition,
line
billion
industry
end
bank
part
following
customer
accounting
make
general
potential
because
two
rates
table
most
data
basis
united
##e
segment
terms
eps
upon
##d
estimate
strong
##%
acquisition
commercial
regulatory
exchange
compensation
affect
insurance
does
out
good
associated
like
six
##ed
down
fair
then
estimates
international
losses
investments
effect
included
required
limited
decreased
activities
sale
how
nine
years
production
foreign
risks
economic
flow
existing
however,
after
currently
made
return
gas
factors
we're
annual
provided
demand
balance
being
banking
distribution
high
target
##..
--
investors
marketing
stanley
less
12
generally
further
portfolio
past
agreement
many
purchase
rating
key
given
fourth
issued
asset
sell
reported
weâ
thank
(
prices
between
it's
global
federal
notes
able
technology
continued
effective
question
facility
property
call
quarter,
business,
note
level
adversely
guidance
outstanding
long-term
group
states
profit
inc.
percentage
various
take
##a
decline
##),
item
overall
look
increases
benefit
corporate
margins
real
form
systems
consumer
includes
term
before
still
below
pricing
##s,
analysis
back
adverse
##y
retail
partially
volume
get
really
support
since
clinical
valuation
adjusted
plan
recent
year,
without
estimated
important
senior
maintain
much
condition
little
requirements
coverage
financing
who
range
principal
specific
state
acquired
manufacturing
likely
full
act
date
recorded
large
payments
regarding
received
1
trading
several
and/or
driven
better
inventory
competitive
january
##r
forward-looking
public
order
liabilities
equipment
discussion
versus
##n
offer
2012
please
sold
levels
currency
2011
2010
periods
portion
##x
north
relative
above
ratio
half
·
##t
working
require
liquidity
conditions
contract
oil
percent
program
##"
even
2009
payment
amounts
energy
go
liability
mortgage
power
re
positive
natural
reflect
deferred
##0
although
that's
significantly
accounts
fees
board
companyâ
kind
reduce
position
ratings
actual
buy
security
impairment
against
using
##m
right
reduction
analyst
2015
did
provides
2013
2
system
ebitda
health
pay
administrative
2008
resulting
2014
respect
taxes
contracts
paid
different
control
2016
process
mentioned
meet
software
multiple
regulations
facilities
low
similar
acquisitions
major
quality
we've
government
funds
products,
among
benefits
3
agreements
private
flows
obligations
1,
company,
discussed
laws
local
quarterly
estate
core
supply
them
materially
base
greater
businesses
remain
own
point
2007
capacity
making
claims
need
bit
reduced
around
executive
focus
amortization
transactions
2017
trade
clients
##1
,
historical
fixed
chief
receive
reporting
negative
applicable
july
recognized
points
gains
##c
experience
t
whether
looking
##2
access
##l
lot
page
views
gain
transaction
across
corporation
2006
covered
direct
fund
securities,
2005
primary
cause
opportunities
inc.,
rights
plans
october
attributable
improvement
improved
operations,
so,
assumptions
charges
substantial
regulated
early
work
april
long
must
unit
proceeds
##3
store
particular
employees
continues
addition
connection
approval
continuing
home
##5
itâ
result,
selling
excluding
care
my
lease
strategy
generated
strategic
##,000
forward
favorable
that,
mix
obtain
relating
expenditures
and,
comparable
construction
activity
model
sheet
costs,
restructuring
resources
timing
announced
properties
held
2004
review
10
network
##er
##o
drug
increasing
described
compliance
policies
completed
know
single
license
contents
dividend
contained
give
##9
2012,
statement
respectively,
wells
reports
life
account
member
##8
##4
internal
2003
premium
previously
affected
events
least
defined
consider
solutions
america
##ly
charge
patients
##6
outside
individual
either
legal
national
llc
plus
free
grow
until
2015,
%
provision
spending
view
2011,
february
beginning
expectations
section
conference
stores
cannot
dividends
2013,
turn
sales,
2014,
excess
improve
10%
2016,
particularly
remaining
2009,
leverage
items
)
approved
##7
diluted
president
disclosure
repurchase
services,
incurred
2010,
expansion
competition
subsidiaries
allowance
medical
time,
case
relevant
trends
programs
depreciation
instruments
want
way
short-term
say
standard
comes
reserve
resulted
set
another
directly
otherwise
independent
disclosures
expects
project
firm
month
##'
few
preferred
impacted
might
thatâ
develop
accordance
expressed
sources
best
basis,
coming
investor
2008,
slightly
extent
opportunity
##i
represents
come
become
patent
actually
ve
##on
got
volumes
no.
j.p.
2017,
largest
2018
ongoing
efforts
domestic
(the
anticipated
party
joint
five
maybe
##g
fda
difficult
environmental
borrowings
believes
fully
four
goodwill
small
analysts
november
offering
remains
personal
phase
days
units
third-party
entered
2000
client
2002
additionally,
hold
markets,
provisions
seeing
distributed
professional
to,
unable
consistent
failure
august
brand
industrial
typically
needs
proprietary
don't
combined
substantially
owned
finance
europe
advertising
##p
perform
generate
profitability
5
critical
2007,
differ
funding
initial
help
competitors
written
world
lines
top
reflects
fee
reserves
affiliates
me
revolving
analyst's
declined
providing
##’s
class
seen
employee
projects
stocks
litigation
requires
factors,
intended
growing
american
forecast
sufficient
measures
assets,
herein
yield
policy
technologies
majority
2006,
event
experienced
already
aggregate
directors
lead
years,
investing
previous
holding
off
office
relatively
outlook
discount
record
located
maintenance
focused
said
options
drive
prepared
determined
things
exposure
open
manage
european
intellectual
option
environment
4
##b
expand
deposits
success
##es
##al
possible
complete
achieve
quarters
areas
recently
update
(1)
orders
treatment
recommendations
probably
highly
issue
##k
materials
standards
despite
fuel
longer
30
leading
flat
parties
filed
throughout
2005,
vice
seek
operational
pension
20
non-gaap
[data\utable\uremoved]
move
incremental
start
savings
healthcare
having
co.
unless
negatively
growth,
intangible
commission
applications
contractual
combination
purchased
market,
2001
rbc
volatility
except
actions
components
day
circumstances
pursuant
represent
considered
people
broad
issues
gaap
established
anticipate
doing
underlying
dollar
place
registered
totaled
deposit
secured
ownership
sector
availability
taking
sort
pretty
solid
protection
couple
carrying
put
residential
deutsche
subsidiary
##ng
short
recovery
decision
delivery
digital
2004,
##h
operate
great
100
close
determine
factor
expenses,
application
enterprise
adjustments
payable
example,
necessary
incur
final
here
john
presented
returns
successful
15
20%
times
managed
strength
50
safety
effects
s&p
area
talk
sg&a
us,
team
well,
consensus
8
rates,
again
report,
grew
fargo
reflected
add
partners
year-over-year
suisse
customers,
organic
book
relationships
roughly
indicated
building
hong
personnel
largely
big
appropriate
assurance
income,
course
pressure
you're
issuance
2003,
accounted
6
5%
refer
trial
mr.
responsible
minimum
purposes
limit
release
persons
variety
canada
wireless
reflecting
2018,
generation
today
settlement
i'm
yes,
larger
trust
infrastructure
beyond
realized
initiatives
electric
1%
successfully
design
internet
receivable
opinions
7
vs.
segments
(2)
measure
pipeline
derivative
drilling
content
communications
upside
revenues,
near
regulation
source:
fluctuations
billion,
am
comply
designed
specialty
law
officer
progress
is,
conduct
2002,
water
revenue,
developed
acquire
(including
processing
every
ll
taken
plant
commitments
mobile
david
makes
type
allow
arrangements
along
months,
saw
countries
address
compete
closing
positions
trend
component
purchases
10-k
thanks
we'll
division
media
platform
test
raw
integration
asia
japan
money
shareholders
attractive
rules
authority
/
added
â·
companies,
forth
(or
source
far
patents
uncertainties
depend
projected
500
sfas
deliver
15%
obviously
improving
south
commodity
operator
moving
leases
improvements
m
present
obligation
values
online
build
let
website
types
outperform
food
share,
1999
something
reasonable
earlier
management's
adoption
interests
invest
evaluate
##000
dependent
rated
card
deal
special
accrued
obtained
canadian
worldwide
institutional
china
trials
represented
wholesale
convertible
rental
contributed
storage
management,
mean
premiums
you,
certainly
loans,
candidates
principally
michael
ahead
venture
land
getting
action
results,
11
fact
variable
normal
merger
structure
developing
size
effectively
labor
conditions,
side
##-based
balances
adequate
50%
center
launch
restricted
potentially
youâ
banks
systems,
active
contact
earned
restrictions
recognition
mark
manufacturers
derived
nature
agreement,
equal
feel
retain
maintaining
study
integrated
there's
series
regional
his
donâ
information,
accordingly,
cover
discontinued
alternative
category
cs
enter
technical
once
period,
expense,
transportation
completion
entities
declines
authorized
original
uses
method
reductions
done
3%
face
sec
adjustment
company’s
of,
matters
agency
therefore,
patient
(in
(ii)
aware
25
r&d
13
operation
jefferies
run
department
nor
he
##in
pharmaceutical
members
##-
##f
incorporated
comprehensive
kong
relationship
channel
brands
timely
9
stockholders
always
(i)
begin
respective
yet
managementâ
late
traditional
exceed
q1
quite
18
especially
stock,
maturity
providers
talked
entity
person
shift
square
stated
advantage
2%
q4
profits
research,
backlog
underperform
invested
suppliers
name
guarantee
pretax
subsequent
40
medicare
testing
4%
assessment
selling,
accurately
depending
assume
though
12-month
harm
lending
15,
create
guess
underwriting
fail
came
amended
protect
recognize
2001,
ensure
collateral
contain
##ion
now,
provider
electronic
things,
equivalents
contribution
utility
reducing
advanced
often
proposed
o
occur
agencies
emerging
reimbursement
##%,
response
strategies
d
numbers
licensed
group,
geographic
states,
space
q2
managing
representing
solicitation
slide
involve
neutral
again,
known
##ve
comments
approach
published
consists
air
sure
default
taxable
okay,
site
intend
court
means
mainly
1998
questions
pro
covenants
reinsurance
street
borrowing
prevent
receivables
unfavorable
(see
conversion
stock-based
weighted
non-cash
advisory
why
parts
appears
transition
q3
noted
delay
delays
produce
conflict
condensed
##us
planned
goods
incentive
responsibility
6%
keep
together
identified
singapore
##")
calculated
macquarie
##an
york
##able
country
rely
cable
(as
later
termination
60
##”
preparation
licensing
judgment
rather
devices
development,
acquisitions,
vary
historically
requirements,
read
pre-tax
25%
implementation
comprised
decreases
weather
consumers
found
involved
institutions
limited,
exercise
whole
8%
consideration
##-related
14
quantitative
light
began
manufacture
almost
others
region
unsecured
separate
1.5
led
adopted
therefore
raise
summary
j.
statements,
predict
economy
expanded
classified
24
robert
partnership
consent
towards
smaller
utilization
##w
referred
meaningful
specifically
understand
show
trying
paper
2000,
targets
stock's
segment,
##or
pleased
performance,
offers
meeting
7%
coal
##ic
scheduled
specified
weeks
futures
entire
data,
starting
guys
##v
shall
i'll
decisions
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qualified
depends
p/e
offerings
changing
uncertainty
remained
estimates,
co.,
weak
identify
performed
efficiency
also,
arising
calendar
##ation
nearly
document
assuming
index
it,
y/y
allows
governmental
transfer
partner
28,
enhance
claim
find
recommended
track
force
activities,
twelve
de
200
30%
pending
sequential
spend
too
shipments
capital,
modest
90
agreed
enable
value,
branch
press
remainder
complex
driving
delivered
report..
registration
contains
numerous
cibc
relates
fall
difference
cap
franchise
california
stronger
unrealized
categories
corresponding
qualitative
inventories
weakness
revised
ii
seasonal
applied
capabilities
equivalent
corporation,
indebtedness
details
consist
controls
jpmorgan
piper
hard
16
west
capex
recommendation
vehicle
closed
##ment
video
##en
according
ratios
wide
procedures
dollars
via
networks
australia
industry,
1.2
suitable
achieved
seeks
computer
centers
serve
##ne
cycle
servicing
execution
prices,
2.5
locations
mean,
solely
developments
affecting
caused
ending
status
29,
produced
clearly
history
investments,
director
future,
apply
llc,
facility,
##00
reasonably
studies
totaling
clear
merchandise
uk
automotive
reach
aircraft
rest
comment
know,
advice
1.1
risks,
thing
consolidation
expanding
commitment
universe
institution
monthly
1.0
assumed
eligible
targeted
employees,
debt,
rose
listed
field
figure
19
offered
conjunction
extended
news
distributions
royalty
tier
rate,
businesses,
licenses
processes
contingent
shown
bring
semiconductor
fasb
planning
scale
daily
web
degree
transmission
hedge
retirement
1997
ago
inability
bill
further,
engineering
stable
rising
rule
issuer
implement
human
statutory
middle
reform
somewhat
color
2,
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productivity
shows
steel
comparison
(3)
furthermore,
generating
b
james
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housing
disclosed
said,
today's
committed
yields
express
17
judgments
texas
derivatives
regard
legislation
talking
condition,
holdings
poor's
shareholder
prospects
anything
confidence
maximum
lack
political
sense
),
publication
bank,
goal
comp
(which
21
dealer
aggressive
technology,
1.3
evaluating
consulting
analyst(s)
challenges
file
detailed
12%
week
basic
exploration
necessarily
9%
highest
constitute
program,
hardware
staff
regulations,
holders
bps
practices
latin
realize
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occupancy
former
one-time
expectation
funded
establish
organization
auto
hedging
william
operates
europe,
discuss
fairly
granted
spread
exhibit
changed
list
ebit
1999,
implied
ultimately
served
finally,
in,
traffic
sequentially
seems
tell
facilities,
sites
presentation
joining
taxes,
acquisition,
main
rent
limitations
increasingly
above,
interim
##ble
detail
u.k.
cash,
collection
a.
discounted
affiliate
manner
capitalized
letters
users
guaranteed
1.4
300
reference
corp.
conducted
execute
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rise
distributors
central
utilize
defense
2.0
launched
device
reason
count
objectivity
external
portfolio,
##man
inherent
exclusive
determining
implemented
opinion
##z
attract
price,
selected
concerns
et
placed
toward
crude
##e,
40%
appreciation
replacement
metrics
near-term
travel
chain
administration
raising
allocated
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canada,
monitor
forma
constant
advance
accepted
##ce
unique
created
meaning
jaffray
##te
sets
fleet
11%
code
differences
notice
ask
chairman
equipment,
carry
evaluation
commercialization
##u
australian
effort
follow
accepts
receiving
date,
paul
jurisdictions
100%
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looks
cumulative
acceptable
jurisdiction
purchasing
purpose
acceptance
subordinated
reviewed
fees,
treasury
cases
was,
##5%
pursue
inflation
broader
quick
profitable
momentum
assess
call,
officers
bear
70
her
welcome
temporary
##is
year-end
concerning
collaboration
wanted
damage
profile
peer
engaged
3,
post
non-u.s.
satisfy
property,
request
extensive
buy,
cases,
president,
morning,
##th
question,
methodology
u.s.,
turning
family
useful
adding
industries
today,
80
tools
operated
positioned
bottom
levels,
restaurant
authorities
disease
annualized
officer,
benchmark
publicly
e
minority
buying
governing
entertainment
1998,
seven
participate
(iii)
answer
projections
started
following:
reit
liabilities,
thanks,
22
regions
you've
35
deemed
bmo
outcome
rapid
declining
ultimate
programs,
hotel
1.6
laws,
1.9
drugs
updated
owns
1996
environment,
iii
takes
measured
chase
bad
earning
america,
step
first,
believed
quickly
act,
1.8
thus
excludes
periodic
(a)
31
drivers
consisted
##nt
western
intends
what's
disposal
distribute
##.0
absolute
san
repurchases
accelerated
uncertain
risk,
##el
committee
23
product,
morning
include:
supplies
moreover,
flexibility
insured
lose
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29.3
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43,
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ips
35%,
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play,
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30.3
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2013e
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277
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246
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174
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254
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129.
automobiles
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241
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price-to-book
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239
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258
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31.6
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284
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186
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133.
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39.5
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540
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occurrences
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value;
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184
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39,
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2q05
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fifty
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confusion
segment;
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40,
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299
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272
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261
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179
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4,6
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278
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34.4
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rab
39.0
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138.
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36.4
4,7
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34.1
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33.2
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282
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