diff --git "a/vocab.txt" "b/vocab.txt"
--- "a/vocab.txt"
+++ "b/vocab.txt"
@@ -3,7 +3,7 @@
 [CLS]
 [SEP]
 [MASK]
-&
+'
 (
 )
 ,
@@ -46,24120 +46,23926 @@ w
 x
 y
 z
+µ
 ·
 ø
 ƒ
 ɛ
 α
 β
+γ
 δ
 ε
-θ
 λ
 μ
 ρ
 σ
+τ
+φ
 ω
 –
 ’
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 exothermic
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 hydrobromic
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 kmno4
-1820s
-1870s
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-reminiscent
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 hemipelagic
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-infratidal
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-cautiously
-caal2si2o8
-cauliflower
-setouchi
-pyritohedrons
-pyralspite
-paleobathymetric
-paleoproterozic
-paleofluid
-derbyshire
-mat252
-matthey
-coarseto
-microcontinent
-microdiorite
-microphotos
-microorganisms
-microdrills
-microenclaves
-elpasoite
-carthew
-wtrending
-sophisticated
-devitrified
-devolatisation
-invaluable
-invariance
-irups
-irrelevant
-irreverently
-mapasingue
-patricia
-patriot
-patagonia
-ste405
-bandurrias
-madeleine
-midmembers
-enderbites
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-polysilicon
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-supercycle
-supersuite
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-oxyatmoversion
+trimouns
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+amazonian
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 ultrahigh
-centimetric
-centipede
-porcelain
-porcupine
-molspin
-archipelago
-archetypal
-archaeocyatha
-curtailing
-erlangen
-potgietersrust
-ferrihydrite
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-lahitte
-maximilians
+ultrapotassic
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 oszczepalski
-pannece
-pantellerite
-panamericana
-phenocysts
-anglogold
-000026
-0007780
-mesofolds
-mesoperthitic
-ordlingasoq
-tuklonsky
-topographically
-broadscale
-milliliters
-combustible
-goongarrie
-autochthon
-nonluminescent
-nonstoichiometry
-gloaguen
-palynological
-palaontologisches
-photoshop
+transparency
+bajnoczi
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+srm987
+identifications
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+pt3cu
+lahtinen
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+rohstoffe
+14cu0
+14mg9al6si5o20
 unconventional
-meanwhile
-pentecost
-clinoptilolite
-merenksy
-horizontally
-kalimantan
-montpellier
-montmorillonite
-caledonides
-calaverite
-ruzicka
-ruisseau
-centaurus
-kajiwara
-polyminerallic
-polymodal
-polyethylene
-sargasso
-nwdipping
-riochilex
-geoenvironment
-pyrochlore
-interelement
-cobriza
-episyenitization
+uncondensed
+unconformally
+unconvincing
+effectiveness
+argomedo
+argentopentlandite
+chamalaun
+archipelago
+radioisotope
+periadriatic
+epidotized
+000026
+pitcairn
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+horntraskviken
+gassource
+ilsemannite
+brosnahan
+palacios
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+palaeproterozic
+congruently
+kaimondake
+karesuando
+workshop
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+malasongdou
+goulburn
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+palaeogeographic
+palaeoplacer
+nonlinear
+noncylindrical
+nonmixing
+nonnenwerth
+noninteracting
+cynanidation
+metaquartzite
+polydymite
 ductilely
-hyangsanri
-guidelines
-guanaco
-guimaraes
-mangampeta
-catholuminescent
-catholuminscence
-quantronix
-512398
-ediacaran
-eddystone
-rammelsberg
-rotliegends
-protomylonite
-inhomogeneous
-incompatibility
-terrigeneous
-003657
-00cm0101a
-campaign
-camanchaca
-camaguey
+esperanza
+espejel
+edmonton
+professionals
+macquarie
+lampazos
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+molluscs
+ohnenstetter
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 viewpoint
-ferrotschermakite
-needlelike
-ambalavao
-tetrafluoroborates
-tetraauricupride
-semivolatiles
-semiquantitative
-johannsenite
-sensitivities
-readjustment
-magnitudes
-antarctica
-antagonism
-morogoro
-peneplanation
-qeqertarrsauq
-streckeisen
-hyperbolic
-711844
-71123
-714623
-714842
-quebrantabuesos
-murraba
+wahlgren
+favocassidulina
+glaciation
+glauconitic
+pseudoplateau
+respectfully
+thermobarometric
+thermometamorphically
+deliberately
+jabiuka
+startigraphy
+panhandle
+collapsing
+opthalmian
+13cdolomite
+bsd90a
+metacinnabarite
+brauhart
+porphyroclast
+hoeppener
+nb31b
+guideline
+guadalupe
+pursued
+purgatorio
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+mcfadden
+mckinnon
+mcelhinny
+aquiclude
+sud1506a
+tetrabromoethane
+tetrachloride
+battaglia
+ramdohr
 undetectable
-discriminators
-forefront
-azufres
-hallmarks
-hwanggangri
-lattanzi
-scientist
-mv2300
-helicopter
-wolframoixiolite
-randriamanantenasoa
-tellerhauser
-chateaubriant
-ferricyanide
-ferricopiapite
-vandeginste
-suprasubduction
-karagjuleva
-koenigsberger
-koeppenkastrop
-mantellic
-manikyamba
-geoscientists
-kombolgie
-lanthanum
-thermocouple
-thermomechanical
-chernicoff
-2907406
-596000
-huelgoat
-jinbaoshan
-mutafchiev
-alcaparrosa
-thorogummite
-metagraywacke
-fennoscandian
-kovalenko
-intracratonic
-188osinitial
-nc21sn
-vontovorona
-tommotian
-plusquellec
-slickenfibers
-misidentification
-woodhouseite
-dehydratation
-algorithm
-glomeroporphyritic
-evergreen
-mugincoble
-pc99147
-pc98014
-unrecognized
-peridotitic
-710237
-pg44b
-pg43a
-andranomadio
-unfractionated
-boccaletti
-pediplain
-antsabotraka
-antsahanandriana
-unpredictable
-512462
-bm160e
-kerkhof
-pw1130
-pw2404
-sakalalina
-zunnyite
-mckelvey
-lagerstattenlehre
-tamdrost
-yanshannian
-153xna2o
-166xsio2
-ambatotsipihana
-fiorentini
-chaudfontaine
-makkonen
-uncontrolled
-manitdlat
-boltsburn
-ngwako
-nondestructive
-inaccuracy
-ambohimandroso
-2naalsi3o8
-bipolarity
-belltopper
-cinnabar
-svecokarelian
-tornebohm
-utmcoordinates
-ventersdorp
-ingredients
-reinvigorating
-ampitatafika
-grenvillian
-naclequivalent
-czamanske
-eibenstock
-mallacoota
-nabarlek
-svartenhuk
-svanbergite
-vakinakaratra
-vakkerlien
-diachroneity
-argentotennantite
-eidfjord
-govindaraju
-kutnahorite
-kakkonda
-konttijarvi
-lonsogonoi
-nanguipa
-ooradidgee
-oosterbosch
-pawlewicz
-qordlortorssuaq
-rousseliere
-ratajkoski
-tadjikistan
-tschermakitic
-vorokafotra
-geowissenschaftliches
+freibergite
+frezzotti
+damkohler
+ryodacite
+taiwan
+lithostratigraphies
+laboratoire
+31l042
+consanguineous
+pacajake
+magnesiohastingsite
+huancabamba
+sb2s3
+interlaboratory
+darracott
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+penultimate
+tennessee
+7690000n
+7691600n
+pienaar
+δ18osericite
+71245
+camouflages
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+syntaxis
+512578
+cpchalcopyrite
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+misestimation
+misconception
+036238u
+hermosillo
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+antipathetic
+resemblance
+susceptibilty
+ravlidmyran
+supcrt95
+ferrohornblende
+ferrotschermackite
+pleonaste
+gorbachev
+escalaplano
+08l598
+mathematical
+584500e
+machowiak
+inconclusive
+microfracturing
+buddini
+oxyhydroxide
+synclinorium
+gruvasen
+ailaoshan
+trondjhemite
+tronhjemitic
+woodcutters
+metagraywackes
+enterprises
+710265
+sluggish
+yamakuni
+##owskaya
+orthogneisses
+mccreedy
+mwembeshi
+munkhtsengel
+postcataclasite
+bdbelow
+durietz
+ghalamghash
+kavalieris
+objectives
+muhalhil
+inguaran
+reorganisation
+counterintuitively
+korzhinskiy
+yppylilamipi
+golyshev
+gondwanaland
+hendriksplaats
+ferritchromit
+3naalsi3o8albite
+botcharnikov
+fasciculate
+gonzalez
+momotombo
+membrane
+naclequiv
+r0010672
+r009323
+r0011539
+sakurajima
+woitsekhowskaya
+anchimetamorphism
+electrolyte
+brunshvigite
+drummonlea
+stereomicroscope
+dlnxfeosil
+iatbirite
+krokonose
+mamadawerre
+nuutilainen
+nungbalgarri
+nesbitt
+omnipresence
+outskirts
+plymouth
+ruggieri
+unfavourable
+unfragmented
+desulfobacteriaceae
+camgsi2o6
+3al2si2o5
+bainiuchang
+fusciardi
+gugerdchi
+hualgayoc
+jørgensen
+jagdlust
+kharmagtai
+langmuir
+lnafessulfide
+pigtails
+rypkema
+rucklidgeite
+telegrafo
+zolotaya
+zaaikloof