diff --git "a/vocab.txt" "b/vocab.txt"
--- "a/vocab.txt"
+++ "b/vocab.txt"
@@ -4,6 +4,7 @@
 [SEP]
 [MASK]
 &
+'
 (
 )
 ,
@@ -47,12 +48,10 @@ w
 x
 y
 z
-·
 ø
-ł
+ı
 ƒ
 α
-β
 γ
 δ
 ε
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-##grund
-##grun
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-animals
-beads
+##omatiite
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+##ssugtoq
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 compensate
 compensated
-compartmental
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-screening
-subtracting
-submerged
-subclass
-subclasses
-subcontinent
-subcontinental
-intramineral
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-appendix
-appendices
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-182w
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-##otellurides
-caledonides
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-keeping
-232th
-actinolitization
-actinolitized
-plumbing
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-masked
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-algorithm
-algorithms
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-microgranites
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-succeeding
-gbw044
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-eigenvalues
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-trondhjemite
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-2sillimanite
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-axios
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-eighteen
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-fisher
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-guancao
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-tcalc
-tdm
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-wmca
-wireframe
-xiejiashan
-yuhai
-##aird
-##3alo10
-##enhain
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-deuteric
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-reopening
-anisotropy
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-sudetes
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-electrode
-agglomerate
-interruption
-assertion
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 feasibility
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+##2b4o7
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 strategies
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 dozens
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-megacrysts
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 kesler
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 london
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 mungall
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 rinsed
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 zhejiang
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-zwartfontein
-δ98mo
-##pyrrhotite
-##ienegas
-##hisa
-##3si3alo10
-##3si3o10
-##temporaneous
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-ingrowth
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-andreasberg
-tojottamansel
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-##agshoek
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-retention
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-reitzenhain
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-mappable
-maandagshoek
-maarmorilik
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+##datacal
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 belemnite
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 orissa
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-indonesia
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 scissor
 scotia
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-pertinent
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-weiganpo
-wehrlite
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-202hg
-mendoza
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-heteromorphite
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 undoubtedly
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-impossible
-eukaryotic
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-likhachev
-desktop
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-microprobes
-microdrill
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-amounting
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-mat253
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 shetianqiao
-infrastructure
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-instructive
-87dg0
-synflinc
-syneresis
-stettler
-stehender
-petrakakis
-photographed
-longmenshan
-hornbuhl
-##kalsi3o8
-bulgaria
-baogutu
-tetrapyrole
-demarcated
-glenorchy
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-foothills
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-bratislava
-fluororichterite
-taopingdong
-segalstad
-zhujiabaobao
-actlabs
-khatangsky
-##fe3o4
-encapsulated
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-territories
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-gudchikhinsky
-violarite
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-multichannel
-espinhaco
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-pumpellyite
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-uzbekistan
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-karkonosze
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 kupferschiefer
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 010
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 070
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-1to
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 2m
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 3si
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 4h2o
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 7h
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 818
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 940
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 aiding
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 b4
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 bog
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 cities
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 stuttgart
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 whitish
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-underappreciated
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 osbahr
-infinitesimal
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 schaltegger
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 baatartsogt
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 nonfractured
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 nonstoichiometric
-eburnean
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-hemisphere
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-takahashi
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-282785
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 huanglongpu
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 contemporaneity
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 penecontemporaneous
-pennsylvanian
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-εnd295
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-00901
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-88cu0
-88sb2
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-dagbreek
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-robbilard
-macqueen
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-autoclaves
-autobrecciated
-microcolumn
-72169
-jxa8530f
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-aluminocopiapite
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-czechoslovakia
-512152
-512289
-512977
-kirkpatrick
-fe3al2si3o12
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-melasyenitic
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-germanocolusite
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-urvantsev
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-cc07gc
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-xianghsanzhong
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-itacolomi
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-galenobismutite
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-abdelghaffar
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+municipality
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-groblershoek
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-nunnarssusuaq
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-zolotukhin
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