diff --git a/.github/workflows/ci-build-unstable.yml b/.github/workflows/ci-build-unstable.yml
index 0a230290..f9ea863a 100644
--- a/.github/workflows/ci-build-unstable.yml
+++ b/.github/workflows/ci-build-unstable.yml
@@ -1,8 +1,8 @@
name: Build
-on: [push]
+on: [ push ]
-concurrency:
+concurrency:
group: build
# cancel-in-progress: true
@@ -10,24 +10,29 @@ concurrency:
jobs:
build:
runs-on: ubuntu-latest
-
+ strategy:
+ matrix:
+ python-version: [ 3.8, 3.9 ]
steps:
- - uses: actions/checkout@v2
- - name: Set up Python 3.8
- uses: actions/setup-python@v2
- with:
- python-version: "3.8"
- - name: Install dependencies
- run: |
- python -m pip install --upgrade pip
- pip install flake8 pytest
- if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
- - name: Lint with flake8
- run: |
- # stop the build if there are Python syntax errors or undefined names
- flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
- # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
- flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
- - name: Test with pytest
- run: |
- pytest
\ No newline at end of file
+ - name: Cleanup more disk space
+ run: sudo rm -rf /usr/share/dotnet && sudo rm -rf /opt/ghc && sudo rm -rf "/usr/local/share/boost" && sudo rm -rf "$AGENT_TOOLSDIRECTORY"
+ - uses: actions/checkout@v2
+ - name: Set up Python 3.8
+ uses: actions/setup-python@v4
+ with:
+ python-version: ${{ matrix.python-version }}
+ cache: 'pip'
+ - name: Install dependencies
+ run: |
+ python -m pip install --upgrade pip
+ pip install flake8 pytest
+ if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
+ - name: Lint with flake8
+ run: |
+ # stop the build if there are Python syntax errors or undefined names
+ flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
+ # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
+ flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
+ - name: Test with pytest
+ run: |
+ pytest
\ No newline at end of file
diff --git a/Readme.md b/Readme.md
index 84b6f9cd..b852958d 100644
--- a/Readme.md
+++ b/Readme.md
@@ -1,10 +1,11 @@
[](https://readthedocs.org/projects/delft/?badge=latest)
-[](https://travis-ci.org/kermitt2/delft)
+[](https://github.com/kermitt2/delft/actions/workflows/ci-build-unstable.yml)
[](https://badge.fury.io/py/delft)
[](https://archive.softwareheritage.org/browse/origin/https://github.com/kermitt2/delft/)
[](http://www.apache.org/licenses/LICENSE-2.0.html)
+[](https://pepy.tech/project/delft)
# DeLFT
diff --git a/classifiers.txt b/classifiers.txt
new file mode 100644
index 00000000..c92b88c2
--- /dev/null
+++ b/classifiers.txt
@@ -0,0 +1,3 @@
+Programming Language :: Python :: 3.8
+License :: OSI Approved :: Apache Software License
+Operating System :: OS Independent
\ No newline at end of file
diff --git a/data/sequenceLabelling/grobid/quantities/Readme.md b/data/sequenceLabelling/grobid/quantities/Readme.md
new file mode 100644
index 00000000..c7e97acf
--- /dev/null
+++ b/data/sequenceLabelling/grobid/quantities/Readme.md
@@ -0,0 +1 @@
+The training data for the Deep Learning models used in Grobid-quantities can be found on the Grobid-quantities repository: https://github.com/lfoppiano/grobid-quantities.
diff --git a/data/sequenceLabelling/grobid/quantities/quantities.all.train b/data/sequenceLabelling/grobid/quantities/quantities.all.train
deleted file mode 100644
index 2642e8c2..00000000
--- a/data/sequenceLabelling/grobid/quantities/quantities.all.train
+++ /dev/null
@@ -1,193035 +0,0 @@
-The the T Th The The e he The The INITCAP NODIGIT 0 NOPUNCT Xxx Xx 0 0
-influences influences i in inf infl s es ces nces NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-of of o of of of f of of of NOCAPS NODIGIT 0 NOPUNCT xx x 1 0
-sex sex s se sex sex x ex sex sex NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-and and a an and and d nd and and NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-age age a ag age age e ge age age NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-upon upon u up upo upon n on pon upon NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-endurance endurance e en end endu e ce nce ance NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-performance performance p pe per perf e ce nce ance NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-have have h ha hav have e ve ave have NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-previously previously p pr pre prev y ly sly usly NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-been been b be bee been n en een been NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-documented documented d do doc docu d ed ted nted NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-for for f fo for for r or for for NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-both both b bo bot both h th oth both NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-running running r ru run runn g ng ing ning NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-and and a an and and d nd and and NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-swimming swimming s sw swi swim g ng ing ming NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-. . . . . . . . . . ALLCAPS NODIGIT 1 DOT . . 0 0
-Age age A Ag Age Age e ge Age Age INITCAP NODIGIT 0 NOPUNCT Xxx Xx 0 0
-and and a an and and d nd and and NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-sex sex s se sex sex x ex sex sex NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-influences influences i in inf infl s es ces nces NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-upon upon u up upo upon n on pon upon NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-performance performance p pe per perf e ce nce ance NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-have have h ha hav have e ve ave have NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-also also a al als also o so lso also NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-been been b be bee been n en een been NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-investigated investigated i in inv inve d ed ted ated NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-for for f fo for for r or for for NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-ultra ultra u ul ult ultr a ra tra ltra NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-- - - - - - - - - - ALLCAPS NODIGIT 1 HYPHEN - - 0 0
-triathlons triathlons t tr tri tria s ns ons lons NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-with with w wi wit with h th ith with NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-distances distances d di dis dist s es ces nces NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-corresponding corresponding c co cor corr g ng ing ding NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-to to t to to to o to to to NOCAPS NODIGIT 0 NOPUNCT xx x 0 0
-several several s se sev seve l al ral eral NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-Ironman ironman I Ir Iro Iron n an man nman INITCAP NODIGIT 0 NOPUNCT Xxxx Xx 0 0
-distances distances d di dis dist s es ces nces NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-and and a an and and d nd and and NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-lasting lasting l la las last g ng ing ting NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-several several s se sev seve l al ral eral NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0 I-
-days days d da day days s ys ays days NOCAPS NODIGIT 0 NOPUNCT xxxx x 1 0 I-
-, , , , , , , , , , ALLCAPS NODIGIT 1 COMMA , , 0 0
-and and a an and and d nd and and NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-for for f fo for for r or for for NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-off off o of off off f ff off off NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-- - - - - - - - - - ALLCAPS NODIGIT 1 HYPHEN - - 0 0
-road road r ro roa road d ad oad road NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-triathlons triathlons t tr tri tria s ns ons lons NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-combining combining c co com comb g ng ing ning NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-swimming swimming s sw swi swim g ng ing ming NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-, , , , , , , , , , ALLCAPS NODIGIT 1 COMMA , , 0 0
-mountain mountain m mo mou moun n in ain tain NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-biking biking b bi bik biki g ng ing king NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-and and a an and and d nd and and NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-trail trail t tr tra trai l il ail rail NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-running running r ru run runn g ng ing ning NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-. . . . . . . . . . ALLCAPS NODIGIT 1 DOT . . 0 0
-Triathlon triathlon T Tr Tri Tria n on lon hlon INITCAP NODIGIT 0 NOPUNCT Xxxx Xx 0 0
-represents represents r re rep repr s ts nts ents NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-an an a an an an n an an an NOCAPS NODIGIT 0 NOPUNCT xx x 0 0
-intriguing intriguing i in int intr g ng ing uing NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-alternative alternative a al alt alte e ve ive tive NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-model model m mo mod mode l el del odel NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-for for f fo for for r or for for NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-analyzing analyzing a an ana anal g ng ing zing NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-the the t th the the e he the the NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-effects effects e ef eff effe s ts cts ects NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-of of o of of of f of of of NOCAPS NODIGIT 0 NOPUNCT xx x 1 0
-age age a ag age age e ge age age NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-and and a an and and d nd and and NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-sex sex s se sex sex x ex sex sex NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-upon upon u up upo upon n on pon upon NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-endurance endurance e en end endu e ce nce ance NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-and and a an and and d nd and and NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-ultra ultra u ul ult ultr a ra tra ltra NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-- - - - - - - - - - ALLCAPS NODIGIT 1 HYPHEN - - 0 0
-endurance endurance e en end endu e ce nce ance NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-( ( ( ( ( ( ( ( ( ( ALLCAPS NODIGIT 1 OPENBRACKET ( ( 0 0
-> > > > > > > > > > ALLCAPS NODIGIT 1 NOPUNCT > > 0 0
-6 6 6 6 6 6 6 6 6 6 NOCAPS ALLDIGIT 1 NOPUNCT d d 0 0 I-
-hours hours h ho hou hour s rs urs ours NOCAPS NODIGIT 0 NOPUNCT xxxx x 1 0 I-
-) ) ) ) ) ) ) ) ) ) ALLCAPS NODIGIT 1 ENDBRACKET ) ) 0 0
-performance performance p pe per perf e ce nce ance NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-because because b be bec beca e se use ause NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-sex sex s se sex sex x ex sex sex NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-differences differences d di dif diff s es ces nces NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-and and a an and and d nd and and NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-age age a ag age age e ge age age NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-- - - - - - - - - - ALLCAPS NODIGIT 1 HYPHEN - - 0 0
-related related r re rel rela d ed ted ated NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-declines declines d de dec decl s es nes ines NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-in in i in in in n in in in NOCAPS NODIGIT 0 NOPUNCT xx x 1 0
-performance performance p pe per perf e ce nce ance NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-can can c ca can can n an can can NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-be be b be be be e be be be NOCAPS NODIGIT 0 NOPUNCT xx x 0 0
-analyzed analyzed a an ana anal d ed zed yzed NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-in in i in in in n in in in NOCAPS NODIGIT 0 NOPUNCT xx x 1 0
-the the t th the the e he the the NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-same same s sa sam same e me ame same NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-persons persons p pe per pers s ns ons sons NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-across across a ac acr acro s ss oss ross NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-the the t th the the e he the the NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-three three t th thr thre e ee ree hree NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 1 I-
-separate separate s se sep sepa e te ate rate NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-disciplines disciplines d di dis disc s es nes ines NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-. . . . . . . . . . ALLCAPS NODIGIT 1 DOT . . 0 0
-The the T Th The The e he The The INITCAP NODIGIT 0 NOPUNCT Xxx Xx 0 0
-relative relative r re rel rela e ve ive tive NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-participation participation p pa par part n on ion tion NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-of of o of of of f of of of NOCAPS NODIGIT 0 NOPUNCT xx x 1 0
-both both b bo bot both h th oth both NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-females females f fe fem fema s es les ales NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-and and a an and and d nd and and NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-masters masters m ma mas mast s rs ers ters NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-athletes athletes a at ath athl s es tes etes NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-( ( ( ( ( ( ( ( ( ( ALLCAPS NODIGIT 1 OPENBRACKET ( ( 0 0
-age age a ag age age e ge age age NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-> > > > > > > > > > ALLCAPS NODIGIT 1 NOPUNCT > > 0 0
-40 40 4 40 40 40 0 40 40 40 NOCAPS ALLDIGIT 0 NOPUNCT dd d 0 0 I-
-years years y ye yea year s rs ars ears NOCAPS NODIGIT 0 NOPUNCT xxxx x 1 0 I-
-old old o ol old old d ld old old NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-) ) ) ) ) ) ) ) ) ) ALLCAPS NODIGIT 1 ENDBRACKET ) ) 0 0
-in in i in in in n in in in NOCAPS NODIGIT 0 NOPUNCT xx x 1 0
-triathlon triathlon t tr tri tria n on lon hlon NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-has has h ha has has s as has has NOCAPS NODIGIT 0 NOPUNCT xxx x 1 0
-increased increased i in inc incr d ed sed ased NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-consistently consistently c co con cons y ly tly ntly NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-over over o ov ove over r er ver over NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-the the t th the the e he the the NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-past past p pa pas past t st ast past NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-25 25 2 25 25 25 5 25 25 25 NOCAPS ALLDIGIT 0 NOPUNCT dd d 0 0 I-
-years years y ye yea year s rs ars ears NOCAPS NODIGIT 0 NOPUNCT xxxx x 1 0 I-
-. . . . . . . . . . ALLCAPS NODIGIT 1 DOT . . 0 0
-Sex sex S Se Sex Sex x ex Sex Sex INITCAP NODIGIT 0 NOPUNCT Xxx Xx 0 0
-differences differences d di dif diff s es ces nces NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-in in i in in in n in in in NOCAPS NODIGIT 0 NOPUNCT xx x 1 0
-triathlon triathlon t tr tri tria n on lon hlon NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-performance performance p pe per perf e ce nce ance NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-are are a ar are are e re are are NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-also also a al als also o so lso also NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-known known k kn kno know n wn own nown NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-to to t to to to o to to to NOCAPS NODIGIT 0 NOPUNCT xx x 0 0
-differ differ d di dif diff r er fer ffer NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-between between b be bet betw n en een ween NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-the the t th the the e he the the NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-modes modes m mo mod mode s es des odes NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-of of o of of of f of of of NOCAPS NODIGIT 0 NOPUNCT xx x 1 0
-locomotion locomotion l lo loc loco n on ion tion NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-adopted adopted a ad ado adop d ed ted pted NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-( ( ( ( ( ( ( ( ( ( ALLCAPS NODIGIT 1 OPENBRACKET ( ( 0 0
-swimming swimming s sw swi swim g ng ing ming NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-, , , , , , , , , , ALLCAPS NODIGIT 1 COMMA , , 0 0
-cycling cycling c cy cyc cycl g ng ing ling NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-or or o or or or r or or or NOCAPS NODIGIT 0 NOPUNCT xx x 0 0
-running running r ru run runn g ng ing ning NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-) ) ) ) ) ) ) ) ) ) ALLCAPS NODIGIT 1 ENDBRACKET ) ) 0 0
-for for f fo for for r or for for NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-both both b bo bot both h th oth both NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-elite elite e el eli elit e te ite lite NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-and and a an and and d nd and and NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-non non n no non non n on non non NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-- - - - - - - - - - ALLCAPS NODIGIT 1 HYPHEN - - 0 0
-elite elite e el eli elit e te ite lite NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-triathletes triathletes t tr tri tria s es tes etes NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-. . . . . . . . . . ALLCAPS NODIGIT 1 DOT . . 0 0
-Generally generally G Ge Gen Gene y ly lly ally INITCAP NODIGIT 0 NOPUNCT Xxxx Xx 0 0
-, , , , , , , , , , ALLCAPS NODIGIT 1 COMMA , , 0 0
-time time t ti tim time e me ime time NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-differences differences d di dif diff s es ces nces NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-between between b be bet betw n en een ween NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-sexes sexes s se sex sexe s es xes exes NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-in in i in in in n in in in NOCAPS NODIGIT 0 NOPUNCT xx x 1 0
-swimming swimming s sw swi swim g ng ing ming NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-have have h ha hav have e ve ave have NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-been been b be bee been n en een been NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-shown shown s sh sho show n wn own hown NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-to to t to to to o to to to NOCAPS NODIGIT 0 NOPUNCT xx x 0 0
-be be b be be be e be be be NOCAPS NODIGIT 0 NOPUNCT xx x 0 0
-smaller smaller s sm sma smal r er ler ller NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-on on o on on on n on on on NOCAPS NODIGIT 0 NOPUNCT xx x 0 0
-average average a av ave aver e ge age rage NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-than than t th tha than n an han than NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-during during d du dur duri g ng ing ring NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-cycling cycling c cy cyc cycl g ng ing ling NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-and and a an and and d nd and and NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-running running r ru run runn g ng ing ning NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-. . . . . . . . . . ALLCAPS NODIGIT 1 DOT . . 0 0
-Both both B Bo Bot Both h th oth Both INITCAP NODIGIT 0 NOPUNCT Xxxx Xx 0 0
-physiological physiological p ph phy phys l al cal ical NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-and and a an and and d nd and and NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-morphological morphological m mo mor morp l al cal ical NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-factors factors f fa fac fact s rs ors tors NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-contribute contribute c co con cont e te ute bute NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-to to t to to to o to to to NOCAPS NODIGIT 0 NOPUNCT xx x 0 0
-explaining explaining e ex exp expl g ng ing ning NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-these these t th the thes e se ese hese NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-findings findings f fi fin find s gs ngs ings NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-. . . . . . . . . . ALLCAPS NODIGIT 1 DOT . . 0 0
-Performance performance P Pe Per Perf e ce nce ance INITCAP NODIGIT 0 NOPUNCT Xxxx Xx 0 0
-density density d de den dens y ty ity sity NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-( ( ( ( ( ( ( ( ( ( ALLCAPS NODIGIT 1 OPENBRACKET ( ( 0 0
-i i i i i i i i i i NOCAPS NODIGIT 1 NOPUNCT x x 0 0
-. . . . . . . . . . ALLCAPS NODIGIT 1 DOT . . 0 0
-e e e e e e e e e e NOCAPS NODIGIT 1 NOPUNCT x x 0 0
-. . . . . . . . . . ALLCAPS NODIGIT 1 DOT . . 0 0
-the the t th the the e he the the NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-time time t ti tim time e me ime time NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-difference difference d di dif diff e ce nce ence NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-between between b be bet betw n en een ween NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-the the t th the the e he the the NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-winner winner w wi win winn r er ner nner NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-and and a an and and d nd and and NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-10 10 1 10 10 10 0 10 10 10 NOCAPS ALLDIGIT 0 NOPUNCT dd d 0 0
-th th t th th th h th th th NOCAPS NODIGIT 0 NOPUNCT xx x 1 0
-placed placed p pl pla plac d ed ced aced NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-competitor competitor c co com comp r or tor itor NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-) ) ) ) ) ) ) ) ) ) ALLCAPS NODIGIT 1 ENDBRACKET ) ) 0 0
-has has h ha has has s as has has NOCAPS NODIGIT 0 NOPUNCT xxx x 1 0
-progressively progressively p pr pro prog y ly ely vely NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-improved improved i im imp impr d ed ved oved NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-( ( ( ( ( ( ( ( ( ( ALLCAPS NODIGIT 1 OPENBRACKET ( ( 0 0
-time time t ti tim time e me ime time NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-differences differences d di dif diff s es ces nces NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-have have h ha hav have e ve ave have NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-decreased decreased d de dec decr d ed sed ased NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-) ) ) ) ) ) ) ) ) ) ALLCAPS NODIGIT 1 ENDBRACKET ) ) 0 0
-for for f fo for for r or for for NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-international international i in int inte l al nal onal NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-races races r ra rac race s es ces aces NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-over over o ov ove over r er ver over NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-the the t th the the e he the the NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-past past p pa pas past t st ast past NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-two two t tw two two o wo two two NOCAPS NODIGIT 0 NOPUNCT xxx x 0 1 I-
-decades decades d de dec deca s es des ades NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0 I-
-for for f fo for for r or for for NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-both both b bo bot both h th oth both NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-males males m ma mal male s es les ales NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-and and a an and and d nd and and NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-females females f fe fem fema s es les ales NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-, , , , , , , , , , ALLCAPS NODIGIT 1 COMMA , , 0 0
-with with w wi wit with h th ith with NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-performance performance p pe per perf e ce nce ance NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-density density d de den dens y ty ity sity NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-now now n no now now w ow now now NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-very very v ve ver very y ry ery very NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-similar similar s si sim simi r ar lar ilar NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-for for f fo for for r or for for NOCAPS NODIGIT 0 NOPUNCT xxx x 0 0
-both both b bo bot both h th oth both NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-sexes sexes s se sex sexe s es xes exes NOCAPS NODIGIT 0 NOPUNCT xxxx x 0 0
-. . . . . . . . . . ALLCAPS NODIGIT 1 DOT . . 0 0
-For for F Fo For For r or For For INITCAP NODIGIT 0 NOPUNCT Xxx Xx 0 0