diff --git "a/vocab.txt" "b/vocab.txt"
--- "a/vocab.txt"
+++ "b/vocab.txt"
@@ -3,6 +3,7 @@
 [CLS]
 [SEP]
 [MASK]
+&
 '
 (
 )
@@ -48,76 +49,71 @@ x
 y
 z
 µ
-º
+ð
+ø
+ı
 ł
 α
 β
 γ
 δ
 ε
-η
 θ
-κ
-λ
 μ
-ν
-π
-ρ
 σ
-τ
 φ
 χ
 ω
 –
 ’
-##a
-##s
-##c
-##u
+##x
 ##t
-##i
-##f
-##e
+##r
+##u
 ##d
-##o
-##k
-##n
+##e
+##a
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-##x
-##w
-##r
-##l
-##b
-##m
-##p
+##n
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+##s
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+##m
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-##z
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+##p
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-##τ
+##8
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+##ı
+##ø
+##ð
 ##σ
-##δ
-##ρ
+##ω
+##ε
 th
 the
 ##on
-##at
 ##er
+##at
 ##in
 ##es
 ##en
@@ -125,25100 +121,25494 @@ the
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-kar
-kur
-ket
-los
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-lying
-mos
-mds
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-vr
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-##aign
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-##ng
-##nw
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-##stable
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-##elon
-##elev
-##elih
-##asi
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-##ollisional
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-##oushan
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-chal
-chap
-geograph
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-##artic
-relate
-spinel
-disse
-aband
-##endix
-##pta
-appendix
-quasi
-tradition
-clump
-metabas
-lithostratigraphic
-peral
-##unctions
-likelih
-106
-silent
-similarity
-signals
-representation
-##ometers
-oceanside
-grants
-develops
-designed
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-crystallizing
-concurrent
-seaward
-matches
-manner
-equally
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-foundering
-continuation
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-aged
-rupelian
-##uches
-buller
-instit
-##resian
-glaciations
-successfully
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-drips
-determination
-geother
-importantly
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-campaign
-wapta
-breakdown
-preserves
-argent
-quantification
-recognition
-centered
-exhibiting
-moroc
-takaka
-availability
-εhft
-superp
-starts
-accounted
-thermochronological
-orthopyrox
-longshoushan
-brine
-laserchron
-paleogeologic
-dimin
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-perspective
-glasses
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+alread
+always
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+exchan
+basic
+shore
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+##pheline
+chrom
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