diff --git "a/vocab.txt" "b/vocab.txt"
--- "a/vocab.txt"
+++ "b/vocab.txt"
@@ -4,7 +4,6 @@
 [SEP]
 [MASK]
 &
-'
 (
 )
 ,
@@ -50,22489 +49,24200 @@ y
 z
 µ
 ·
-º
-æ
 ø
-þ
 ı
 ƒ
 ɛ
-ʹ
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 β
 γ
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 δfmq
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-ρdε
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-##nusker
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-alftafjordur
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-ancey
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 degradation
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-shoreline
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+##luoroethylene
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 shirey
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+##emooltha
 incapable
-incognita
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-resilience
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-olalla
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-pertinent
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+incohatus
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 unnamed
-untenable
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-unshocked
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-unsupervised
+unradiogenic
+untested
 unwanted
-un2008its
-uneruptible
+unspecified
+unglaciated
+unbuffered
 uninterrupted
 unroofing
-unanticipated
-unphysical
-frankfurt
-fraught
-amphibolitized
-entity
-enjoys
-notwithstanding
-notoriously
-volynets
-metadata
-metrics
-metachert
-metagabbro
-subequant
-submersible
-subdomain
-subboiled
-subaqueously
-subpopulations
-obnazhennaya
-seblyarv
-indochina
-inductance
-indispensable
-indistinct
-neotethys
-neocrystallized
-reprocessed
-depressurizing
+unidirectional
+unquestionable
+unirradiated
+striae
+strathcona
+intermontaine
+intersertal
+intermediated
+interchronometer
+intermixed
+interplanar
+occluding
+hydrometallurgical
+intrinsic
+carapace
+carmichael
+phologopite
+pharaonic
+pheoncrysts
+clausthalite
+hydrodynamic
+hydrogrossular
+hydrozincite
+goldfarb
+preconcentration
+preexsolution
+prebrecciation
+prehypogene
+prerequisite
+prendergast
+geothite
+geominera
+geobarometry
+compositonally
+assignments
 araujo
-meakin
-melekhova
-mg3si2o5
-mgal2o4
-imnaha
-immersion
+armitage
+armenian
+arltunga
+nebulized
+nepelinitite
+abounds
+aberrant
+spakman
+sperssartine
+spontaneous
+spoetl
+faunal
+cuatrocienegas
+cuadrangular
+engines
+ensialic
+enthusiastically
+formationvalue
+formationbetween
+subcontemporaneous
+subequal
+subbasins
+subcreted
+ims6f
+iturralde
+##iazuizi
+paratacamite
+acylindric
+acritarchs
+perspective
+permafrost
+perplex
+perspectives
+pernambuco
+metsantan
+feathery
+colleagues1992
+corderoite
+overlooked
+overriding
+overshadowed
+ranawat
+diffusivity
+margeride
+biennial
+biosparite
+botelho
+caviar
+caal2sio6
+canberra
+pb5sb4s11
+adamek
+adshead
+adhesive
+adusumili
+melanephelinites
+serpukhovian
+silicophosphate
+comminuted
+twyerould
+appraisal
+micrometers
+ag50w
+agadesii
+ag3sbs3
+ag5sbs4
+agamemnon
+priabonian
+prasinophyte
+rectilinear
+precordillera
+undocumented
+undoubtedly
+undemonstrated
+greensone
+grevesse
+scaillet
+scraped
+scolecodonts
+allsopp
+dolnicek
+skaergaard
+accidentally
+upturned
 upgrading
-equipments
-calcareous
-so157
-sofugan
-strickfaden
-glimpse
-corollary
-cornubian
-precession
-preponderance
-hyaloophitic
-caucausus
-variabilty
-quartzofeldspathic
-clinoptilolite
-waterproof
-admittedly
-intensely
-intentionally
-tweezers
-phaseplot
-carroll
-decametreto
-georem
-geologists
-geodynamical
-geikielite
-geohistory
-geohygrometer
-geesthacht
-imprecise
-orthpyroxene
-orthocumulate
-thermochemically
-thermoscientifc
-transtension
-eradicate
-overtones
-overburden
-overshoot
-overgrew
-overstepped
-howlett
-poiseuille
-pokrovsky
-si6al2o22
-legends
-granitiods
-sc1397
-scintillation
-scandinavia
-runkaus
-undertook
-recourse
-miajdρεj
-rajesh
-agglutination
-agakhanovite
-hebrides
-hebei
-healthcare
-beccaluva
+reddening
 redefined
-monastery
-completeness
-microthermometry
-micrographs
-microtomography
+amadeus
+amarga
+amoeboid
+mohanty
+mozambique
+pophyry
+monolithologic
+montreal
+equidistance
+imprints
+undercover
+underpressure
+underpinnings
+postexoskarn
+postentrapment
+posthydrothermal
+brugger
+bruker
+bratislava
+heidelberg
+hewlett
+schaubs
+schreyerite
+scheuber
+syndeformational
+syenomonzonite
+slabby
+elizabeth
+descloizite
+provisionally
+verrenass
+vermiculite
+verrucosisporites
+waterproofed
+exploratory
+explicitly
+postcrystallization
+horsetail
+horseshoe
+osmosis
+microcrystals
+microcontinents
+microvials
+microdiorite
+microorganisms
+microinclusions
+transversally
+soxhlet
+sophisticated
+plucked
+aftermath
+steenkampsk
+stefanova
+infrastructure
 infrequently
-pyramidal
-lazulite
-co2poor
-lithosperic
-propylitic
-desulphidation
-marlargue
-marjalahti
-sr277
-gregoire
-matsuhisa
-electronegativity
-timeframe
-norfolk
-maintenance
-commodities
-graphclick
-1523cpx3h
-abscissa
-absminsin2
-mesoperthite
-fernandez
-uncalculated
-uncollimated
-radiochemists
-radiotracer
-18ca0
-latourrette
-normarski
-distributioon
-synkinematic
-synmetamorphic
-syneruptively
-defragmented
-3010c
-blencoe
-blanckenburg
-driscoll
-druitt
-50974
-inviscid
-elatsite
-ellestadite
-oshigadani
-middleree
-tajcmanova
-tectosilicates
-brussilof
-brachiopod
-precautions
-hereinafter
-avogadro
-beamsplitter
-longworking
-polysynthetic
-polyhedrons
-fuhrman
-epithermal
-fugacitiy
-espoo
-espresso
-esposito
-esperanca
-nonnegligible
-puddling
-puzzle
-schreinemaker
-northwesterly
-ultrashort
-goethite
-##raverage2
-dysprosium
-porcelain
-portsmouth
-varfalvy
-roentgenite
-hellevang
-universidad
-labradorite
-paleowaters
-paleobiogeographical
-fe3o4magnetite
-youdao
-irscopeii
-offscraped
-responsiveness
-tecotonometamorphic
-luanchuan
-ludwig
-lujavrite
-spatiotemporal
-87mn0
-707047
-704494
-70278
-70476
-misinterpretation
-catolica
+barkevikite
+barbara
+barcelona
+contributor
+musgrave
+laughlin
+laitakarite
+expansive
+liquefaction
+terlingua
+smoky
+smsmpaassmpaas
+lithostratigraphical
+ultradeep
+ultrapotassic
+manheim
+manufacture
+porvenir
+porkchop
+crossbars
+eurovector
+financing
+irrasus
+irreversible
+pegmatititic
+rohrlach
+frictional
+fruitland
+multprep
+ptpdbi
+naphtenic
+firsthand
+halyburton
+14473
+dobson
+metasyenogranite
+argentopentlandite
+identity
+identifications
+methylethylbenzenes
+13174
+angliers
+monzogranites
+mesobreccias
+paleontological
+paleolatitude
+paleoplacer
+westfalische
+baijiazuizi
+baiyunxian
+mapasingue
+pseudoreefs
+orthorpyroxene
+orthoproxene
+endmember
+multistepped
+clinofrom
+erlangen
+confidentiality
+stibiomicrolite
+stitchtite
+architectural
+swingmills
+mkpd15
+cyanobacterial
+25324
+evapotranspiration
+militares
+milagrosa
+millevaches
+microshears
+transparency
+delivery
+del13c
+del18o
+widgiemooltha
+nbs127
+noncompacted
+noncarbonated
+nonlinear
+nonrefractory
+nonhyperproductive
+nontectonized
+nonpenetrative
+nonrecrystallized
+nonconservative
+nonpervasive
+gaussian
+panthalassa
+handspecimen
+summarising
+shetianqiao
+carrascao
+carrizalejo
+mediterranean
+puziewicz
+mudjatik
+simplicity
+farquharson
+goyazite
+jinshandian
+fabricaciones
+polycyclic
+polynomial
+huergelihudu
+kalyaev
+80krbr
+semiductile
+semiglobular
+metaanthracite
+metaosmatizd
+jasmorian
+intestinal
+26577
+geoanalysis
+kombolgie
+excursions
+aguablanca
+burstall
+burdigalian
+buritirama
+mcinnes
+mcnaughton
+mcgowan
+mcintyre
+immobilization
+harrats
+berzelianite
+bergakademie
+berkeley
+tuokedalei
+tabberabberan
+282590
+camouflage
+hyverneresse
+nguyen
+duketon
+dutrizac
+aw02025
+menoyre
+peneconcordant
+submillimetreto
+microflamboyant
+macroscopically
+macintosh
+macflincor
+macroporosity
+macquarie
+guidelines
+guandalupian
+sarvestan
+consecutive
+cezallier
+512873
 catastrophic
-flagship
-florencite
-hollister
-frezzotti
-mcintosh
-mcfarlane
-snæfellsness
-gasparik
-01sb872
-282186
-00241
-biogeochemistry
-reconnaissance
-cassegrainian
-riverbeds
-semiconductor
-semiquantitative
-06mg0
-pseudoperpendicular
-pseudopotential
-pennsylvanian
-salvador
-salmangorsky
-1506jd20
-icpmsdatacal
-nanometres
-nanocharacterization
+morgans
+tellerhauser
+autosampler
+cs44lb
+peneplanation
+disappointing
+pycnochlorite
+pyromorphite
+decomplexed
+nanjingshan
+geothermochronometry
+wijbrans
+czamanske
+cathelineau
+vielzeuf
+ferrobasaltic
+carlsbad
+73576
+cellulaires
+undetectable
+magnesiofoitite
+00864
+zeitgeist
+sabkha
+42368
+447300
+unfaulted
+nonexpandable
+imperceptible
+hollingworthite
+wat34410
+04362
+palaeogroundwater
+kermadec
+owyhee
+quartzofelspathic
+wilhelms
+neighbouring
+lepidocrocite
+brachyanticline
+dedolomitization
+honghuagou
+waltzispora
+hendricksplaats
+mushketovitization
+mushketovite
+henriete
+latitudes
+retusotriletes
+spiderdiagrams
+multidisciplinary
+urumiyeh
+grossschloppen
+megascopically
+jacarezinho
+lecuyer
+thermoelectrically
+jxa840a
+durbachites
+kavalieris
+misorientation
+mccallum
 peccerillo
-vanishingly
-vancouver
-unrepresented
-bayerisches
-guaranteed
-09vd58
-snowbird
-warranted
-103lnβmineral
-jxa9800
-morrissey
-quadrilateral
-defocussing
-07vd0
-1b2c5t8o22
-engelhardt
-042302
+rito5lastgz
+sedmochislenitsi
+annaberg
+shellnutt
 unpredictable
-austroalpine
-plumbotectonics
-mc1314r12a
-interlaboratory
-unmineralized
-unmetamorphosed
-curviplanar
-haplobasaltic
-counterintuitive
-512889
-6497wh2o2
-bonnichsen
-unconvincing
-2camgsi2o6
-kepuerte
-vermeesch
-131xenucl
-nasdala
+glaciomarine
+pw1700
+tsamahaans
+yelegatti
+alphabetical
+ethylpropylbenzene
+antucoya
+antanifotsy
+phycomata
+mg03393
+512658
+dimethylbenzenes
+ilimaussaq
+mpodozis
+natrobistantite
+algorithm
+steenstrupine
+trimethylphenanthrenes
+4lithoresearchquant
+rychlebske
+siksikpuk
+vasconcelos
+wernecke
+yesiltasyayla
+rebagliati
+shahindezh
+polytetrafluoroethylene
+johanngeorgenstadt
+punctatisporites
+2o7uranpyrochlore
+3hydroxypetscheckite
+6si8o22
+cucaracha
+gurvansayhan
+gudmundite
+hackspacher
+kabenbulake
+kundelungu
+kievlenko
+kansanshi
+krasnojarsk
+licomerice
+lambdaphysik
+nondestructive
 omnipresent
-arbitralily
-intracontinental
-6cafesi2o6
-marianelli
-wilkinsonite
-hvasshjalli
-##mg4al3si6o23
-suprasolidus
-fluorophlogopite
-alm58grs22sps10prp
-multicollector
-vitrophyre
-uncharacteristic
-arm200f
-hvalneskrokur
-azmaxpraverage2
-berdiga
-berkowitz
-fenitisised
-gerstenberger
-gerasimovsky
-krismannsdottir
-pentafluoride
-melanephelinitic
-caal2sio6
-ichinomegata
-khitarov
-christiansen
-hauhungatahi
-δ30siminerals
-benitoite
-ciamphciliq
-cartwright
-d0plgd0cpxexp
-eyjafjallajokull
-kaygusuz
-prefluorinating
-pumpellyite
-1t02dtdt
-1tc2dtdt
-gottschalk
-overexposure
-dcαdcβrβ2rα
-humboldt
-k2camg5si8o22
-##sps3prp13and2
-geoinstitut
-irreproducibility
-irreconcilable
-da0rtc2eas
-ϕsuspϕsedu
-ϕsuspgδρ18ϕsedηd3
-2ca3fe2si3o12
-3sio2caescatscoe
-4πnaeplgrt
-akamatsu
-femtosecond
-kaliatem
-lyubetskaya
-naca2mg4al3si6o23
-nacazrsi3o9
-w312μδplp
-lewisian
-heteradcumlate
-alm62grs22sps3prp12and1
-alm62grs19sps3prp13and2
-absmaxcos2
-4lithoresearch
-bergakademie
-dichotomy
-fso32fo23
-hrafntinnusker
-mosenfelder
-navrotsky
-ruprecht
-tnmncakfmascho
-uintjiesberg
-vasyukova
-vsc2agb
-wikipedia
-xdixcatswvdicats
-yusufeli
-zalduegui
-chuniespoort
-alm58grs22sps10prp6and3
-dcαdcβrβ2rα2
+qanaiyaq
+rondeboschje
+tiaomajian
+temiscouata
+uitkomst
+uchucchacua
+yakabindie
+tombulilato
+beiliezeke
+steenkampskraal