2nd Trial Version of GeoBERT

tf_model.h5

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-      "emplaced": 1704,
-      "gneisses": 1705,
-      "hydrous": 1706,
-      "hypothesis": 1707,
-      "identified": 1708,
-      "occurs": 1709,
-      "orogenic": 1710,
-      "principle": 1711,
-      "painavu": 1712,
-      "publications": 1713,
-      "peridotitic": 1714,
-      "significant": 1715,
-      "schematically": 1716,
-      "tanzania": 1717,
-      "yilgaran": 1718,
-      "magnetotellurics": 1719
+      "brought": 1696,
+      "bababudan": 1697,
+      "characteristics": 1698,
+      "cuddapah": 1699,
+      "described": 1700,
+      "developments": 1701,
+      "episodes": 1702,
+      "emplaced": 1703,
+      "gneisses": 1704,
+      "hydrous": 1705,
+      "hypothesis": 1706,
+      "identified": 1707,
+      "occurs": 1708,
+      "orogenic": 1709,
+      "painavu": 1710,
+      "publications": 1711,
+      "principle": 1712,
+      "peridotitic": 1713,
+      "significant": 1714,
+      "schematically": 1715,
+      "tanzania": 1716,
+      "yilgaran": 1717,
+      "magnetotellurics": 1718
     }
   }
 }

vocab.txt

@@ -44,37 +44,37 @@ x
 y
 z
 –
-##n
-##l
-##y
-##h
 ##i
 ##s
-##e
-##r
-##m
+##c
 ##p
-##o
+##l
+##n
+##e
+##x
+##h
+##b
 ##t
 ##a
-##c
-##g
-##d
 ##u
-##k
-##f
-##b
-##x
-##w
+##r
+##d
+##y
+##o
+##g
 ##v
-##0
+##f
+##m
 ##z
+##3
+##0
+##5
+##w
+##k
+##j
 ##q
 ##7
 ##6
-##3
-##j
-##5
 ##he
 ##on
 the
@@ -130,8 +130,8 @@ pro
 ##ical
 ##id
 ##ou
-##ric
 ##the
+##ric
 lithosphere
 are
 ##che
@@ -151,9 +151,9 @@ by
 ##chean
 fro
 ##ies
-##og
 ##ts
 ##ure
+##og
 from
 ##il
 ##th
@@ -161,8 +161,8 @@ bel
 te
 ##ig
 ##et
-##om
 ##ad
+##om
 ##eral
 ##cti
 ##ist
@@ -178,17 +178,17 @@ gran
 st
 ##ev
 ##ere
-##od
 ##ab
+##od
 as
 ev
 neo
-##han
-##per
-##oc
 ##cess
+##per
+##han
 ##ur
 ##ust
+##oc
 ##ate
 ##ich
 ##osit
@@ -203,8 +203,8 @@ ex
 ear
 ind
 par
-##ter
 ##ce
+##ter
 ##dc
 ##one
 ##archean
@@ -225,11 +225,11 @@ an
 low
 pre
 wh
-##har
 ##ep
+##har
+##ud
 ##oz
 ##oic
-##ud
 ##ick
 thick
 ##ctive
@@ -246,13 +246,13 @@ or
 pl
 with
 ##nt
-##hi
 ##eat
-##mal
-##ov
+##hi
 ##ul
 ##uction
+##ov
 ##fere
+##mal
 ##ature
 ##eri
 ##erature
@@ -271,14 +271,14 @@ imp
 on
 und
 we
-##ness
 ##ia
+##ness
 ##ew
-##mov
 ##ay
 ##us
 ##um
 ##fer
+##mov
 ##ication
 ##ary
 ##enst
@@ -312,12 +312,12 @@ up
 var
 visc
 wdc
+##cre
 ##hy
-##ra
 ##tion
 ##ties
 ##ac
-##cre
+##ast
 ##ved
 ##ong
 ##atic
@@ -354,13 +354,13 @@ nor
 she
 som
 ter
-##im
 ##iv
+##im
 ##iz
 ##pro
 ##ted
 ##ak
-##ast
+##ra
 ##ge
 ##ges
 ther
@@ -464,23 +464,23 @@ sep
 was
 zon
 zone
-##nam
-##lm
-##ho
 ##ian
 ##iev
-##ration
-##ruction
-##mical
-##most
 ##pre
+##lm
+##nam
+##ho
+##by
 ##ave
-##gest
 ##und
 ##ution
-##fic
-##by
+##ration
+##ruction
+##gest
 ##vid
+##fic
+##mical
+##most
 ##qu
 ##here
 there
@@ -538,8 +538,8 @@ few
 fac
 gl
 how
-km
 ka
+km
 le
 lab
 loc
@@ -554,36 +554,37 @@ smal
 when
 where
 will
-##ld
-##led
-##yp
-##ynam
 ##ior
 ##sed
+##ci
+##cl
+##ch
+##can
+##pl
+##ph
+##ld
 ##em
 ##een
-##mom
-##ph
-##oy
-##ob
+##be
 ##ap
 ##au
 ##av
 ##act
 ##ail
 ##agm
-##ch
-##ci
-##can
-##gh
 ##uct
-##kes
+##yp
+##ynam
+##oy
+##gh
+##vent
 ##ft
 ##fle
+##mom
+##50
 ##work
 ##ween
-##vent
-##50
+##kes
 these
 ##red
 ##espre
@@ -657,7 +658,7 @@ chemical
 data
 during
 further
-glob
+glo
 material
 mineral
 rigid
@@ -685,8 +686,8 @@ disc
 div
 en
 ef
-fl
 fi
+fl
 fr
 fin
 fund
@@ -705,8 +706,8 @@ pass
 physical
 res
 rif
-sy
 se
+sy
 sw
 sin
 tre
@@ -719,40 +720,38 @@ war
 wor
 west
 xen
-##la
-##les
 ##ier
 ##ially
 ##so
-##eas
-##ectively
-##ry
-##rit
-##rad
-##rian
-##ms
-##mot
+##cr
+##cle
+##camb
+##pe
 ##ple
 ##physical
 ##posed
-##op
-##other
+##la
+##eas
+##ber
 ##ta
 ##ture
 ##tered
 ##amp
-##cl
-##cle
-##camb
+##uid
+##ry
+##rad
+##rian
+##der
+##dration
+##other
 ##gn
 ##ga
 ##gam
-##der
-##dration
-##uid
-##ber
-##well
 ##val
+##fe
+##ms
+##mot
+##well
 ##ond
 ##ating
 ##atism
@@ -761,6 +760,7 @@ xen
 ##erved
 ##itic
 ##itrad
+##all
 ##ence
 ##inn
 ##inal
@@ -791,7 +791,7 @@ proterozoic
 promot
 ##ided
 ##idence
-##oup
+##oupl
 ##ough
 ##rich
 areas
@@ -807,8 +807,8 @@ geophysical
 ##amental
 ##iest
 ##ilt
-##omes
 ##ads
+##omes
 ##erall
 ##istry
 cool
@@ -904,7 +904,7 @@ both
 dire
 delaminate
 divided
-eff
+effe
 fluid
 framew
 finally
@@ -914,8 +914,8 @@ nucle
 outermost
 phanerozoic
 passive
-system
 seism
+system
 trending
 view
 volcan
@@ -943,24 +943,24 @@ framework
 56
 550
 60
-af
 ab
+af
 aw
 act
 amp
 ages
 bh
+br
 bar
 bro
 bab
 bhi
-brit
-cal
 cam
 char
 cud
 cause
-coup
+call
+coupl
 dr
 des
 dis
@@ -1006,25 +1006,25 @@ most
 non
 not
 new
-ol
 os
 oc
+ol
 ob
 oro
 oper
 our
 old
-pr
 pa
 pu
+pr
 per
 pal
 peo
 pow
 pod
 phy
-position
 past
+position
 ran
 red
 ris
@@ -1054,24 +1054,6 @@ way
 well
 wave
 yil
-##nif
-##nts
-##not
-##lin
-##lis
-##lant
-##low
-##lite
-##lication
-##lac
-##land
-##lim
-##lian
-##ys
-##yc
-##yar
-##hj
-##ip
 ##ib
 ##ied
 ##iation
@@ -1080,6 +1062,7 @@ yil
 ##ients
 ##iated
 ##iates
+##ipl
 ##iitic
 ##ses
 ##sis
@@ -1088,34 +1071,35 @@ yil
 ##sics
 ##ssed
 ##served
+##cy
+##ced
+##cis
+##ccess
+##cur
+##cum
+##pm
+##por
+##les
+##lis
+##lant
+##lite
+##lication
+##lac
+##land
+##lim
+##lian
+##nif
+##nts
+##not
 ##eg
 ##eed
-##ect
 ##eis
 ##ecton
 ##equ
-##ron
-##ran
-##rst
-##raton
-##rce
-##rins
-##rates
-##rier
-##rization
-##rib
-##ma
-##mb
-##mer
-##min
-##ment
-##mation
-##ments
-##por
-##pectively
-##ove
-##othe
-##ots
+##hj
+##bal
+##bla
+##blication
 ##tic
 ##tin
 ##tle
@@ -1129,41 +1113,55 @@ yil
 ##ah
 ##aic
 ##ace
-##cy
-##ced
-##cis
-##ccess
-##cur
-##cum
-##crit
-##crib
-##gi
-##gre
-##gar
-##gen
-##gered
-##dd
-##dit
-##dro
-##dap
 ##uric
 ##uity
 ##uces
 ##ugh
 ##utational
-##kal
-##for
-##fra
-##filt
-##face
-##be
-##blication
+##ron
+##ran
+##rst
+##raton
+##rce
+##rins
+##rast
+##rates
+##rier
+##rization
+##dd
+##dit
+##dro
+##dap
+##ys
+##yar
+##ycl
+##ove
+##othe
+##ots
+##ope
+##opm
+##gi
+##gre
+##gar
+##gen
+##gered
 ##vic
 ##ver
 ##van
 ##ves
-##00
+##for
+##fra
+##filt
+##face
+##ma
+##mer
+##min
+##ment
+##mation
+##mbla
 ##zan
+##00
+##kal
 ##jor
 ##onents
 ##ontin
@@ -1184,25 +1182,26 @@ they
 ##erist
 ##erate
 ##erous
-##ermin
 ##erves
+##ermin
 ##ani
 ##ance
 ##ancy
 ##esy
 ##ition
+##itical
 ##itates
 ##itational
+##ittle
 ##alite
-##allow
 ##ose
 ##osep
 ##enrich
 ##ina
+##ines
 ##inct
-##inav
 ##inci
-##sts
+##inav
 ##stab
 ##stra
 ##stell
@@ -1211,7 +1210,7 @@ they
 ##rovic
 ##cted
 ##ctory
-##elop
+##elopm
 ##ors
 ##org
 ##orth
@@ -1251,6 +1250,7 @@ grav
 geoch
 geotecton
 geochemical
+##ows
 ##ogites
 ##ilar
 ##ilities
@@ -1262,15 +1262,15 @@ belt
 ##etic
 ##etot
 ##eters
-##oming
-##ometers
 ##ada
 ##ades
 ##adgi
 ##adition
+##oming
+##ometers
 content
-contra
 contact
+contrast
 core
 cohere
 coorg
@@ -1349,8 +1349,8 @@ tectonics
 generate
 genetic
 northern
-terran
 tertiary
+terran
 ##iven
 ##ivine
 ##gests
@@ -1368,7 +1368,7 @@ accum
 cannot
 canada
 deccan
-decoup
+decoupl
 decraton
 decreas
 decades
@@ -1377,7 +1377,7 @@ densification
 role
 roots
 ##elluric
-recyc
+recycl
 suggests
 gradients
 preserved
@@ -1421,7 +1421,7 @@ local
 located
 locations
 over
-shallow
+shall
 ##iorite
 ##emite
 ##avani
@@ -1448,7 +1448,7 @@ creep
 cretac
 distinct
 distillation
-discip
+discipl
 discontin
 enough
 enhanced
@@ -1460,7 +1460,7 @@ melt
 melts
 number
 numerous
-respectively
+respe
 results
 rift
 rifts
@@ -1472,8 +1472,8 @@ very
 vertical
 warms
 warmer
-##lages
-##ope
+##crib
+##critical
 ##berlite
 ##ondary
 initially
@@ -1490,7 +1490,7 @@ retained
 promote
 promotes
 superior
-supercrit
+supercritical
 sutured
 geothermal
 geotherms
@@ -1522,8 +1522,8 @@ amalgamation
 amalgamated
 direct
 direction
-effectively
 effect
+effectively
 massifs
 nuclei
 nucleus
@@ -1532,25 +1532,25 @@ seismology
 volcanism
 volcanics
 1300
-african
 above
+african
 away
 amphibolite
 bhavani
+brittle
 barrier
 brough
 bababud
 bhima
-brittle
-called
 came
 characterist
 cuddap
+called
 coupled
 driven
 describ
 dissected
-develop
+developm
 derived
 dimensions
 episod
@@ -1583,15 +1583,15 @@ medium
 migration
 made
 moves
-olivine
 occur
+olivine
 observed
 orogen
 operation
 oldest
-princi
 painav
 publication
+princi
 peridot
 paleoproterozoic
 people
@@ -1621,7 +1621,6 @@ wyoming
 water
 witnessed
 yilgar
-##lines
 ##hjemite
 ##ronological
 ##mblages
@@ -1693,8 +1692,8 @@ distinctly
 disciplines
 discontinuity
 fields
+respectively
 interstellar
-supercritical
 brought
 bababudan
 characteristics
@@ -1709,9 +1708,9 @@ hypothesis
 identified
 occurs
 orogenic
-principle
 painavu
 publications
+principle
 peridotitic
 significant
 schematically