diff --git "a/vocab.txt" "b/vocab.txt"
--- "a/vocab.txt"
+++ "b/vocab.txt"
@@ -1,52000 +1,30873 @@
 [PAD]
+[EOS]
 [UNK]
 [CLS]
 [SEP]
 [MASK]
-!
-"
-#
-$
-%
-&
-'
-(
-)
-*
-+
-,
--
-.
-/
-0
-1
-2
-3
-4
-5
-6
-7
-8
-9
-:
-;
-<
-=
->
-?
-@
-[
-\
-]
-^
-_
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-a
-b
-c
-d
-e
-f
-g
-h
-i
-j
-k
-l
-m
-n
-o
-p
-q
-r
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-t
-u
-v
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-y
-z
-{
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 the
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 was
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 will
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-##ital
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-##og
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-##pos
-operations
-##idi
-credit
-##ately
-amount
-value
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-been
+new
 were
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+more
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+but
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 than
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+increased
+over
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+first
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+â
+months
+under
+results
+during
+-
+securities
+total
+compared
+products
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+about
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+so
+credit
 related
-##ized
-##tit
-12
-##ferred
-2002
-##our
-##ection
-aff
-ended
-des
-capital
-cos
-##are
-##ot
-trust
-amend
-oblig
-lim
-report
-##cess
-2003
 services
-##hold
+including
+price
+rate
+tax
+their
+some
+primarily
+30,
+product
+december
+can
 costs
-2004
-loss
-upon
-##erson
-go
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-prin
+there
+management
+based
+through
+certain
+approximately
+value
+into
+operations
+cost
+##'s
+do
+##)
+report
+per
+believe
+future
+up
 fiscal
-##ures
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-inform
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-cust
-reven
-person
-pursu
-accounting
-##ticip
-years
+three
+higher
+##;
+additional
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 information
-##ong
-sales
-##und
-##ory
-applic
-curr
-pursuant
-products
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-##nership
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-contin
-##iss
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-##ected
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-notes
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-##los
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-benef
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-2001
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-deter
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 subject
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-##velo
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 prior
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-##tal
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-14
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-##erc
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 number
-he
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-incorpor
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-noti
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-1999
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-21
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 two
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 then
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 asset
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 below
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-##ortiz
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-necess
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-28
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-establish
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-##ruary
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-##lord
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-198
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 estimated
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-landlord
-##rement
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-24
-##yp
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 who
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-##ound
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-##ises
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-reti
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+principal
+specific
+state
 acquired
-holders
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-expected
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-collateral
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-request
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-necessary
-contents
-dr
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-level
-cod
-adop
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-compliance
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-competi
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-fix
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-does
-eng
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-liqu
-disclosure
-transaction
-continue
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-registration
-gener
-nov
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