2nd Trial Version of GeoBERT

tf_model.h5

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-      "discontinuity": 1695,
-      "fields": 1696,
-      "interstellar": 1697,
-      "supercritical": 1698,
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+      "barrier": 1544,
+      "brough": 1545,
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+      "called": 1548,
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+      "hydro": 1570,
+      "hypothe": 1571,
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+      "kaladgi": 1573,
+      "kilometers": 1574,
+      "komatiitic": 1575,
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+      "kambam": 1577,
+      "lateral": 1578,
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+      "tonalite": 1617,
+      "tanzan": 1618,
+      "time": 1619,
+      "trichur": 1620,
+      "tilting": 1621,
+      "velocities": 1622,
+      "wyoming": 1623,
+      "water": 1624,
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+      "##ronological": 1628,
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+      "##mblages": 1630,
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+      "gravitational": 1643,
+      "geochronological": 1644,
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+      "greenschist": 1661,
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+      "fields": 1697,
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       "bababudan": 1700,
       "characteristics": 1701,

vocab.txt

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 y
 z
 –
-##e
-##f
-##o
-##r
-##m
-##a
-##t
-##i
-##n
 ##l
+##a
 ##s
+##i
+##c
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 ##5
-##0
-##3
-##j
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 ##7
+##j
 ##q
-##6
 ##he
 ##on
 the
@@ -128,8 +128,8 @@ to
 it
 pro
 ##ical
-##ou
 ##id
+##ou
 ##ric
 ##the
 lithosphere
@@ -140,33 +140,33 @@ su
 gr
 geo
 mant
-##ow
 ##if
+##ow
 ##ess
 lithospheric
 mantle
 by
-##am
 ##ly
+##am
 ##chean
 fro
+##ies
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 ##ts
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 from
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 ##ad
 ##ig
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 ##cti
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 cont
 co
 for
@@ -176,16 +176,16 @@ ma
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 gran
 st
+##ab
 ##ev
 ##ere
 ##od
-##ab
 as
 ev
 neo
+##cess
 ##oc
 ##han
-##cess
 ##ur
 ##ust
 ##per
@@ -203,9 +203,9 @@ ex
 ear
 ind
 par
-##ter
-##dc
 ##ce
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 ##one
 ##archean
 ##ens
@@ -214,10 +214,10 @@ process
 ##henosphe
 asthenosphe
 sou
-##ot
 ##se
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+##ot
 ##gm
+##war
 cratons
 continent
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 pl
 with
 ##eat
-##fere
 ##ov
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 ##nt
 ##hi
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 ##ul
 ##uction
+##fere
 ##ature
 ##eri
 ##erature
@@ -271,14 +271,14 @@ imp
 on
 und
 we
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 ##ay
 ##ia
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 ##ness
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+##mov
 ##us
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 ##ication
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 ##enst
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 var
 visc
 wdc
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 ##ac
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 ##tion
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 ther
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 rhe
 wid
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 ##sical
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 ##ces
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 ##ates
 ##ern
 ##ans
@@ -445,12 +444,11 @@ period
 rheol
 exhibit
 am
-be
 bl
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 bec
 col
 chan
-di
 dy
 dep
 east
@@ -466,21 +464,23 @@ sep
 was
 zon
 zone
-##fic
-##ration
-##ruction
-##mical
-##most
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 ##ave
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 ##gest
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 ##und
 ##ution
-##by
 ##pre
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+##by
 ##qu
 ##here
 there
@@ -538,8 +538,8 @@ few
 fac
 gl
 how
-km
 ka
+km
 le
 lab
 loc
@@ -554,36 +554,35 @@ smal
 when
 where
 will
-##em
-##een
-##ft
-##fle
-##oy
-##ob
-##mom
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+##kes
 ##50
 these
 ##red
@@ -664,9 +663,9 @@ mineral
 rigid
 soft
 small
-##flect
 ##ause
 ##agmatic
+##flect
 increas
 ##sequent
 thermomagmatic
@@ -679,14 +678,16 @@ age
 bo
 cl
 cre
+di
 del
 dist
 disc
-ef
+div
 en
-fr
-fi
+ef
 fl
+fi
+fr
 fin
 fund
 has
@@ -695,8 +696,8 @@ kar
 long
 mel
 mass
-nw
 nu
+nw
 num
 ou
 phan
@@ -705,8 +706,8 @@ physical
 res
 rif
 se
-sy
 sw
+sy
 sin
 tre
 typ
@@ -718,39 +719,40 @@ war
 wor
 west
 xen
+##la
+##les
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 ##ple
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 ##posed
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 ##ond
 ##ating
 ##atism
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 ##ental
 thus
 thinn
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 reg
+ret
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 toge
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 ##oliths
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 promot
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 ##oup
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-##idence
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 super
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 geochem
 geophysical
 ##own
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 ##iest
 ##ilt
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+##omes
 ##erall
 ##istry
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 forces
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 ##abiliz
+##ever
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@@ -835,16 +838,16 @@ magmatic
 magmatism
 underlying
 along
-altered
 also
+altered
 destabiliz
 more
 relat
 releas
 upwell
 viscus
-##rian
-##vided
+##ively
+##ization
 compositional
 understanding
 variation
@@ -863,8 +866,6 @@ becomes
 cold
 chang
 changes
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-divided
 margins
 provides
 generally
@@ -882,7 +883,6 @@ leads
 overall
 shown
 whereas
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 condu
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@@ -900,10 +900,12 @@ mineralogical
 increases
 amalgam
 both
+dire
 delaminate
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 eff
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 fluid
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 finally
 fundamental
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@@ -930,8 +932,8 @@ released
 upwelling
 chitradurga
 kaapval
-framework
 fluids
+framework
 13
 250
 35
@@ -940,29 +942,29 @@ fluids
 56
 550
 60
-af
 aw
+af
 ab
 act
 amp
 ages
+br
 bh
 bar
 bro
 bab
 bhi
-brit
 cal
 cam
 char
 cud
 cause
 coup
+dr
 des
 dis
 dev
 deri
-dri
 dim
 et
 ep
@@ -1018,9 +1020,9 @@ pal
 peo
 pow
 pod
+past
 phy
 position
-past
 pain
 ran
 red
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 wave
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 ##ontin
@@ -1187,8 +1190,10 @@ they
 ##ancy
 ##esy
 ##ition
+##itical
 ##itates
 ##itational
+##ittle
 ##alite
 ##allow
 ##ose
@@ -1198,13 +1203,12 @@ they
 ##ined
 ##inct
 ##inci
-##sts
 ##stab
 ##stra
 ##stell
 ##roved
-##roys
 ##rovic
+##roys
 ##cted
 ##ctory
 ##elop
@@ -1213,8 +1217,8 @@ they
 ##orth
 infer
 incl
-infilt
 incis
+infilt
 instab
 lithology
 consequent
@@ -1241,8 +1245,8 @@ probe
 ##rican
 ##chemical
 such
-sudd
 success
+sudd
 grav
 geoch
 geotecton
@@ -1252,21 +1256,21 @@ geochemical
 ##ilities
 ##ilitates
 belt
-##ety
-##etic
-##etot
-##eters
-##oming
-##ometers
 ##ada
 ##ades
 ##adgi
 ##adition
 ##iginal
 ##iggered
+##ety
+##etic
+##etot
+##eters
+##oming
+##ometers
 content
-contra
 contact
+contrast
 core
 cohere
 coorg
@@ -1291,7 +1295,7 @@ indeed
 ##ensation
 ##ensch
 ##ensions
-asthenospheri
+asthenospherization
 source
 ##sected
 ##ward
@@ -1346,8 +1350,9 @@ generate
 genetic
 northern
 terran
-terti
-##rier
+tertiary
+##iven
+##ivine
 ##gests
 forms
 compositionally
@@ -1371,9 +1376,8 @@ denser
 densification
 role
 roots
-##ization
 ##elluric
-recyc
+recycled
 suggests
 gradients
 preserved
@@ -1407,8 +1411,8 @@ advan
 activities
 china
 deflect
-defor
 degre
+defor
 determin
 facilitates
 karelian
@@ -1418,16 +1422,15 @@ located
 locations
 over
 shallow
-##emite
 ##avu
 ##avani
 ##acterist
 ##ails
-##ivine
 ##iorite
+##emite
 condensation
 reworked
-surfa
+surface
 earlier
 considered
 uppermost
@@ -1470,9 +1473,11 @@ very
 vertical
 warms
 warmer
-##ope
-##ained
 ##lages
+##ained
+##crib
+##critical
+##ope
 ##berlite
 ##ondary
 initially
@@ -1481,15 +1486,15 @@ interior
 interstell
 thinner
 thinning
-retains
-retained
 region
 regions
+retains
+retained
 reflects
 promote
 promotes
 superior
-supercrit
+supercritical
 sutured
 geothermal
 geotherms
@@ -1511,8 +1516,6 @@ amount
 amounts
 changed
 changing
-direct
-direction
 details
 detailed
 conductive
@@ -1521,6 +1524,8 @@ surrounded
 surrounding
 amalgamation
 amalgamated
+direct
+direction
 effectively
 effect
 massifs
@@ -1531,26 +1536,26 @@ seismology
 volcanism
 volcanics
 1300
-african
 away
+african
 above
 amphibolite
+brittle
 bhavani
 barrier
 brough
 bababud
 bhima
-brittle
 called
 came
 characterist
 cuddap
 coupled
-descri
+driven
+describ
 dissected
 develop
 derived
-driven
 dimensions
 etc
 episod
@@ -1620,13 +1625,13 @@ wyoming
 water
 witnessed
 yilgar
-##ronological
-##mblages
 ##lines
+##ronological
 ##hjemite
+##mblages
 includes
-infiltration
 incisive
+infiltration
 instabilities
 consequently
 constrained
@@ -1634,8 +1639,8 @@ isotope
 refractory
 reenrichment
 tools
-sudden
 successively
+sudden
 gravitational
 geochronological
 geotectonic
@@ -1650,7 +1655,6 @@ associated
 exotic
 expressed
 extensive
-asthenospherization
 anorthosites
 preventing
 complimented
@@ -1667,12 +1671,10 @@ traditionally
 integrates
 intrinsic
 terranes
-tertiary
 accumulation
 decouples
 decratonization
 decrease
-recycled
 collage
 collisional
 dynamic
@@ -1683,11 +1685,10 @@ adequately
 additions
 advances
 deflected
-deformation
 degree
+deformation
 determining
 shallows
-surface
 metasomatized
 closepet
 cretaceous
@@ -1696,7 +1697,6 @@ disciplines
 discontinuity
 fields
 interstellar
-supercritical
 brought
 bababudan
 characteristics