Preliminary results for POS induction

measure

Blunsom, standard

Christodoulopoulos, standard

Chrupala, standard-column3

Chrupala, standard-column4

Graca, coarse

Graca, universal

1-1

44.8479038982

45.7598697077

38.6901601565

40.6371555008

44.7999640753

44.4774666529

M-1

76.6355070052

68.6829876391

76.5107286096

75.9002750672

60.745322736

56.8013143605

VI

3.19087380489

3.29549124697

3.7390972771

3.69384378012

3.42549992143

3.40375912189

VM

58.365084795

52.6598296566

53.7514171644

58.1458809399

47.2764456326

43.5133595608

measure

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

1-1

41.2675966155

43.0338998843

33.3444767206

34.6035102232

42.9249488539

45.369973969

M-1

62.6299192299

65.1927193106

72.4802031122

72.6503959584

55.3421238127

58.4994267076

VI

3.70773119248

3.61144572597

4.19181484845

3.97071553021

3.6334290507

3.55445522787

VM

46.5907665493

48.5134872712

50.5163416831

51.4260360779

41.6230488654

44.6569810058

cutoff: 10

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, standard-column3

Chrupala, standard-column4

Graca, coarse

Graca, universal

arabic_padt

77.19298245614034

63.1578947368421

72.80701754385966

72.80701754385966

52.63157894736842

56.14035087719298

basque_3lb

69.21373200442967

65.28239202657808

73.14507198228128

75.27685492801773

56.09080841638981

58.97009966777409

czech_pdt

83.494162179453

67.2175721064136

71.52529722237031

75.29988804179773

N/A

N/A

danish_cdt

77.04203013481364

69.0721649484536

79.38144329896907

71.8873909595559

53.13243457573355

44.726407613005556

dutch_alpino

76.73469387755102

57.278911564625844

74.14965986394559

76.05442176870748

57.41496598639456

61.36054421768707

english_childes

87.71196560783378

82.57304354748825

87.33381100230874

85.38730992755353

N/A

N/A

english_ptb

81.48148148148148

77.9436152570481

76.83803206191267

72.4709784411277

73.52128247650636

N/A

portuguese_floresta

75.91836734693878

72.0408163265306

74.89795918367346

75.91836734693878

67.9591836734694

63.26530612244898

slovene_jos

66.75347222222221

62.84722222222222

76.47569444444444

75.34722222222221

N/A

N/A

swedish_talbanken

70.81218274111674

69.41624365482234

78.55329949238579

78.55329949238579

64.46700507614213

56.34517766497462

cutoff: 15

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, standard-column3

Chrupala, standard-column4

Graca, coarse

Graca, universal

arabic_padt

76.22950819672131

60.245901639344254

76.22950819672131

76.22950819672131

56.557377049180324

54.09836065573771

basque_3lb

68.22257383966245

65.41402953586498

73.35179324894516

75.40875527426161

56.7246835443038

58.992616033755276

czech_pdt

83.28186829524921

67.01434159061279

71.22761270843341

74.9353827855166

N/A

N/A

danish_cdt

76.20543136892665

70.12747090338075

79.75244781082579

72.28893404766303

53.002032144836505

43.746536116755955

dutch_alpino

78.13664596273291

64.34782608695652

73.54037267080746

75.65217391304347

59.75155279503106

58.50931677018634

english_childes

87.70674528980297

82.47519056522364

87.36157054508845

85.34086006040557

N/A

N/A

english_ptb

83.8893409275834

79.8860862489829

77.55899104963385

73.45809601301872

74.22294548413345

N/A

portuguese_floresta

74.90909090909092

73.27272727272728

75.63636363636364

76.18181818181819

68.9090909090909

64.27272727272727

slovene_jos

67.50500142897971

63.58959702772221

75.53586739068305

73.62103458130895

N/A

N/A

swedish_talbanken

68.64485981308411

69.06542056074765

74.67289719626167

74.67289719626167

58.78504672897197

52.24299065420561

cutoff: none

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, standard-column3

Chrupala, standard-column4

Graca, coarse

Graca, universal

arabic_padt

79.02029664324746

N/A

79.09836065573771

79.0007806401249

64.7736143637783

56.53786104605777

basque_3lb

66.76460300804477

65.32353969919552

72.59181532004197

75.22910108429521

56.712137110877926

58.02728226652676

czech_pdt

83.69857016118812

67.30151049047734

72.40042399732697

76.0003686933278

N/A

N/A

danish_cdt

74.63042441583214

70.77457592479051

79.90326316506574

71.61932011717418

52.81694938347299

41.90339941412903

dutch_alpino

80.75201432408237

70.13428827215756

74.03760071620412

76.0787824529991

61.145926589077895

58.78245299910474

english_childes

87.72690423319587

82.48563674174333

87.38500581579783

85.35476366712487

N/A

N/A

english_ptb

85.93430244866276

81.00522193211488

77.93910098087645

73.46341119187072

75.83797897113824

N/A

portuguese_floresta

79.78523947502983

74.04124765638316

76.13771944775864

77.12629964206579

71.21186296233168

66.81438554627577

slovene_jos

70.81398947694211

65.3092806296149

75.52725825706327

72.71079276650308

N/A

N/A

swedish_talbanken

66.19519094766619

67.85714285714286

73.55021216407354

73.55021216407354

55.46322489391796

48.886138613861384

cutoff: 10

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, standard-column3

Chrupala, standard-column4

Graca, coarse

Graca, universal

arabic_padt

50.877192982456144

38.59649122807017

32.45614035087719

32.45614035087719

39.473684210526315

39.473684210526315

basque_3lb

46.013289036544855

45.625692137320044

42.94019933554817

53.12846068660022

44.545957918050945

47.03765227021041

czech_pdt

33.66743082582502

49.72010449432212

31.486911553020207

33.816708428853225

N/A

N/A

danish_cdt

46.90721649484536

47.26407613005551

34.4964314036479

35.48770816812054

39.968279143536876

38.50118953211737

dutch_alpino

33.33333333333333

35.91836734693877

46.53061224489796

42.44897959183673

43.40136054421769

36.734693877551024

english_childes

46.54884165273466

49.15213756866492

47.93010110659979

64.9988058275615

N/A

N/A

english_ptb

43.78109452736319

47.650635710337205

50.08291873963516

40.46434494195688

47.92703150912106

N/A

portuguese_floresta

57.3469387755102

50.204081632653065

32.6530612244898

34.89795918367347

51.83673469387755

58.16326530612245

slovene_jos

41.14583333333333

52.604166666666664

33.68055555555556

34.02777777777778

N/A

N/A

swedish_talbanken

48.857868020304565

40.86294416243655

34.64467005076142

34.64467005076142

46.44670050761421

46.954314720812185

cutoff: 15

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, standard-column3

Chrupala, standard-column4

Graca, coarse

Graca, universal

arabic_padt

49.59016393442623

40.57377049180328

34.01639344262295

34.42622950819672

43.44262295081967

40.16393442622951

basque_3lb

42.391877637130804

43.68407172995781

42.813818565400844

52.95358649789029

42.60284810126582

44.33016877637131

czech_pdt

35.71673643038496

51.18827054598687

32.39323863766326

33.24183993229488

N/A

N/A

danish_cdt

44.52244596342139

46.61001293183078

32.865324219471646

33.69665619804175

38.85091446517643

37.79789395898762

dutch_alpino

39.37888198757764

49.50310559006211

45.09316770186335

41.42857142857143

44.6583850931677

43.41614906832298

english_childes

46.51229685028046

49.7231410901769

48.36401553286351

64.54767726161369

N/A

N/A

english_ptb

47.74613506916192

46.24898291293735

53.50691619202603

41.51342554922701

48.136696501220506

N/A

portuguese_floresta

57.63636363636364

49.0

32.09090909090909

33.81818181818182

49.36363636363637

57.54545454545455

slovene_jos

38.03943983995427

50.55730208631037

33.06659045441555

33.00943126607602

N/A

N/A

swedish_talbanken

48.50467289719626

39.15887850467289

33.41121495327103

33.41121495327103

41.35514018691589

42.757009345794394

cutoff: none

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, standard-column3

Chrupala, standard-column4

Graca, coarse

Graca, universal

arabic_padt

53.86416861826698

N/A

37.76346604215456

39.14910226385636

50.078064012490245

41.451990632318505

basque_3lb

39.37740468695348

41.15424973767051

41.035327037425674

52.38195173137461

40.671563483735575

41.46204966771598

czech_pdt

33.64787482861521

51.616489809085984

31.037065201110686

31.738158607260953

N/A

N/A

danish_cdt

43.91988555078684

45.70474827985558

31.50759588527829

31.77328155868928

36.8621840724845

35.94250289529259

dutch_alpino

42.82900626678604

56.168307967770815

43.09758281110116

39.982094897045656

47.55595344673232

44.941808415398384

english_childes

46.61097599661626

49.97003982940326

48.57072362623806

64.50248493179656

N/A

N/A

english_ptb

49.32785265683438

47.0944181779691

52.78561851668901

41.34500035283325

49.867687530872914

N/A

portuguese_floresta

61.44537242202147

48.40634054883245

34.20828362024885

35.38435316175217

51.423214590080114

58.75234361683995

slovene_jos

38.97952867312199

53.03532740858646

33.187425387982486

32.590529247910865

N/A

N/A

swedish_talbanken

48.76237623762376

40.54101838755304

34.07001414427157

34.07001414427157

37.5

39.63932107496464

cutoff: 10

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, standard-column3

Chrupala, standard-column4

Graca, coarse

Graca, universal

arabic_padt

59.58559339060883

43.62119646671101

49.88164471352893

49.88164471352893

39.95512689769535

36.39569537260902

basque_3lb

50.99307988660486

48.53640979619257

50.95970899040564

58.1153238488631

40.196144880289104

42.56688226058565

czech_pdt

52.11675246679347

44.73278859122585

38.89617521090496

44.037405892979095

N/A

N/A

danish_cdt

60.356557827276745

53.591175121753345

57.53334144165391

64.75192949924858

42.320011898426344

37.338966447839745

dutch_alpino

51.60149014654867

38.02016280274634

50.340849158272206

50.832105556568806

38.594548862044654

42.23950863569717

english_childes

70.50897561120742

68.07798797494013

67.60839529769814

78.41987472959967

N/A

N/A

english_ptb

64.30156483150868

62.573112700324785

58.52096991061693

63.00638486538638

59.772025128202955

N/A

portuguese_floresta

63.55436438942059

58.98826799547705

54.12973347658484

57.05529710306491

54.85755476630859

51.74965271997627

slovene_jos

49.54434082328363

49.83887909794581

50.73836755401322

56.45385729933412

N/A

N/A

swedish_talbanken

61.08812857647179

58.61831601901527

58.90498589014833

58.90498589014833

55.23970699545343

50.7894519278561

cutoff: 15

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, standard-column3

Chrupala, standard-column4

Graca, coarse

Graca, universal

arabic_padt

59.79368663514332

39.32274932666634

51.433960405943324

51.62030522178487

40.40736959968353

35.49405490306846

basque_3lb

48.48741104746065

46.716518078658645

49.606179371012644

55.80933895966987

39.189651631413874

41.19296854871094

czech_pdt

53.593048680372924

46.75192422347722

40.41791305140842

45.101577753047536

N/A

N/A

danish_cdt

59.74471366153833

54.72553346983457

56.87185985642923

64.27548143863716

42.64064386038966

37.34902830265469

dutch_alpino

54.782019282299096

46.71471463879629

52.83885209190685

52.16053221851604

43.30352598628739

43.91497096676743

english_childes

70.56392306708123

68.13223908128776

67.69751033145879

78.1945034090595

N/A

N/A

english_ptb

65.65220551872363

63.75046024056116

60.439185536658634

62.88826414644305

60.283560148570025

N/A

portuguese_floresta

62.645384184923316

57.675054573933984

53.32650868943317

56.40413680330357

53.924059260455714

51.14378934376125

slovene_jos

48.895211041139845

50.16654092709094

47.99500011419053

53.594048080344834

N/A

N/A

swedish_talbanken

60.77646803716847

58.37082748004918

56.41991962054256

56.41991962054256

52.00395886931477

47.65117593136282

cutoff: none

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, standard-column3

Chrupala, standard-column4

Graca, coarse

Graca, universal

arabic_padt

61.21989590749298

N/A

51.44461589212226

52.952987789249036

45.408698921262314

39.125155743073684

basque_3lb

46.78270656036141

46.32458477289194

48.29922683069305

54.446127297690815

38.74915501498663

39.835979625282064

czech_pdt

55.03085362966724

48.76121405467907

42.429046173213806

46.76169772176474

N/A

N/A

danish_cdt

59.12249273900915

56.157130633766464

56.83332583410241

63.61895606996989

43.54290921069223

37.11628310210372

dutch_alpino

57.01128025516519

53.350508421712384

54.8328949260925

53.39962874275941

45.94640013420552

44.696138255748465

english_childes

70.60742316992047

68.180278974173

67.7669510414336

78.1824366341214

N/A

N/A

english_ptb

66.42903228402129

64.18928261644633

60.17495430082145

61.30645403272812

60.92535571531826

N/A

portuguese_floresta

66.35178720490117

58.461761864085304

52.360531593982884

54.736909196572036

56.5745772734508

53.96658558409606

slovene_jos

51.17092486568586

51.29637998704551

46.6090427073388

51.882318768178045

N/A

N/A

swedish_talbanken

61.5195302804981

58.234553172830005

56.09317242729238

56.09317242729238

50.446404537055955

45.86793220820021

cutoff: 10

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, standard-column3

Chrupala, standard-column4

Graca, coarse

Graca, universal

arabic_padt

2.586580294787889

3.4818745245907023

3.282304126931451

3.282304126931451

3.1323062701060564

3.4411711415789346

basque_3lb

3.601785595574543

3.4430583016461105

3.832626753096697

3.461079364075603

3.613935767513697

3.372297786217455

czech_pdt

3.8464455711653005

3.409881703876001

5.059103799825897

5.473655392701877

N/A

N/A

danish_cdt

3.233045602388806

3.5680167854770986

3.8992497895763325

3.7658341724540048

4.089586356810445

3.891681263019284

dutch_alpino

3.835157722545265

3.933337744265091

3.1358828244133425

3.4821921060397862

3.631272845239338

3.2828584215847783

english_childes

2.4740152918676923

2.578856806815062

2.812012642574226

2.0736802206432037

N/A

N/A

english_ptb

3.0126762109124794

3.016372279437748

3.4462285103459394

3.734820544166473

3.0489161481247953

N/A

portuguese_floresta

2.5827300834551146

2.863504146952903

3.768130617527284

3.7142603395168865

3.073159914192837

3.0659796399325

slovene_jos

3.5850618199130575

3.1771279400667964

4.209673052897619

4.004850880915011

N/A

N/A

swedish_talbanken

3.1512398562782122

3.4828822365894956

3.9457606537874605

3.9457606537874605

3.3893221479893887

3.368566478996342

cutoff: 15

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, standard-column3

Chrupala, standard-column4

Graca, coarse

Graca, universal

arabic_padt

2.615029396556991

3.7510980838030115

3.4561537611061057

3.4601369685695476

3.3150284925896023

3.49947616185263

basque_3lb

3.8290520677325794

3.5902820742493518

3.9450226919813134

3.644414424814935

3.690777215708577

3.4505881353470627

czech_pdt

3.7548855834271935

3.343691184801342

4.938621196805362

5.565136691769858

N/A

N/A

danish_cdt

3.314169718682831

3.5313583568285107

4.077951771288909

3.9320889673684825

4.142138451363684

3.889378058919731

dutch_alpino

3.736181730159955

3.550147811117479

3.3157551656973583

3.716086536786218

3.6210754910740617

3.452108090231493

english_childes

2.487814695999246

2.5921638663878515

2.829218697592239

2.108737101105662

N/A

N/A

english_ptb

2.9595749183932036

3.004943076312577

3.3049743661154456

3.86084130455896

3.1236332319149844

N/A

portuguese_floresta

2.651082354110754

2.959165481060666

3.941506990694102

3.898089006851153

3.160899049227191

3.1132769786622507

slovene_jos

3.706501958700702

3.1901368254559896

4.586505035027534

4.4154748032503885

N/A

N/A

swedish_talbanken

3.297750123867424

3.647749578250161

4.367492102973099

4.367492102973099

3.7943364293215196

3.701903516270537

cutoff: none

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, standard-column3

Chrupala, standard-column4

Graca, coarse

Graca, universal

arabic_padt

2.608881730113217

N/A

3.8046603261217413

3.7609800016342967

3.3224413168230416

3.413360912455627

basque_3lb

4.000384865071054

3.648452904100618

4.08907933212916

3.783200018311033

3.7364825968889104

3.5326845149895707

czech_pdt

3.645576768691709

3.238489947525005

4.794189157081346

5.476930959355425

N/A

N/A

danish_cdt

3.3879639220515143

3.4696588213506034

4.1515542889165085

4.077708765912608

4.131324380842625

3.852034520159676

dutch_alpino

3.558675022041013

3.133285501186691

3.2828645725948373

3.7242854122138636

3.5079381617820533

3.434334274489973

english_childes

2.4878200992742743

2.5919566677245482

2.827802755248385

2.112068825264868

N/A

N/A

english_ptb

2.869428468404037

2.950199598473304

3.298115391486872

4.028245653947798

3.082977104267227

N/A

portuguese_floresta

2.3888348952520557

2.9110733728983824

4.071478391487084

4.11215334221477

2.966366444092941

2.939218895954778

slovene_jos

3.6207907482982016

3.139972222017175

4.8038759743973385

4.683871631915981

N/A

N/A

swedish_talbanken

3.355246595481126

3.7756295217063744

4.57291191698378

4.57291191698378

4.070166056896503

3.939943363657589

cutoff: 10

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

52.63157894736842

60.526315789473685

N/A

64.03508771929825

54.385964912280706

61.40350877192983

basque_3lb

59.71760797342193

61.240310077519375

65.4485049833887

65.0609080841639

59.33001107419712

57.94573643410853

czech_pdt

60.142879991469854

64.567894652663

73.0447299674788

78.0508610118889

59.60974569494055

57.327930905795164

danish_cdt

63.83822363203806

62.60904044409199

73.949246629659

75.69389373513084

42.86280729579698

51.78429817605076

dutch_alpino

54.96598639455782

59.863945578231295

80.54421768707482

81.7687074829932

53.197278911564624

54.69387755102041

english_childes

79.16965209776292

80.96489133030809

86.37051190191863

88.0304115914338

64.0872541995064

71.35180320038214

english_ptb

72.19458264234385

73.79767827529021

76.45107794361525

77.44610281923715

57.490326147042566

62.133775566611384

portuguese_floresta

63.469387755102034

65.10204081632654

67.14285714285714

67.3469387755102

58.57142857142858

59.183673469387756

slovene_jos

56.33680555555556

56.25

65.53819444444444

62.06597222222222

53.125

52.951388888888886

swedish_talbanken

63.83248730964467

67.00507614213198

63.83248730964467

67.00507614213198

50.76142131979695

56.21827411167513

cutoff: 15

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

59.83606557377049

63.934426229508205

58.606557377049185

61.885245901639344

58.19672131147541

59.83606557377049

basque_3lb

60.706751054852326

60.77267932489452

65.26898734177216

65.50632911392405

59.005801687763714

57.67405063291139

czech_pdt

60.14547450765113

64.8642466662092

74.33381367368878

78.87646103524784

59.63311146183582

56.43999176559391

danish_cdt

66.35876593386291

63.88324404212082

75.37409939035655

76.57491224829116

42.896730094217624

50.803620912617774

dutch_alpino

56.27329192546584

63.16770186335404

82.54658385093168

83.72670807453416

54.90683229813664

59.3167701863354

english_childes

78.82568675391917

80.87516180066159

86.29009060837049

88.00158205091327

63.50496188695527

70.92262332805983

english_ptb

74.62978030919447

76.81041497152155

78.56794141578519

79.91863303498779

59.70707892595606

61.75752644426363

portuguese_floresta

65.0909090909091

64.0909090909091

68.54545454545455

66.45454545454545

60.45454545454545

60.36363636363637

slovene_jos

58.9882823663904

57.35924549871392

66.96198913975422

64.21834809945699

56.130322949414115

51.700485853100886

swedish_talbanken

62.523364485981304

65.23364485981308

62.523364485981304

65.23364485981308

48.22429906542056

51.12149532710281

cutoff: none

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

62.90007806401249

67.46682279469165

66.58860265417643

69.1647150663544

62.91959406713505

64.36377829820454

basque_3lb

60.20986358866737

59.573277369709686

63.84749912556838

64.42812172088142

57.9783140958377

56.3903462749213

czech_pdt

61.30736349705621

65.8641825953706

76.05336835919947

79.94769163411796

60.8787575034853

57.12269422649292

danish_cdt

67.38197424892704

64.66380543633763

76.27222562844881

77.22596907146263

42.63233190271817

47.60542271271885

dutch_alpino

57.99462846911369

68.18263205013429

84.17188898836169

84.76275738585497

57.314234556848696

63.043867502238136

english_childes

78.8163970251313

80.86073807761447

86.29234077050509

88.00535758344789

63.39572098269359

70.81879383877904

english_ptb

76.91235622045022

79.09110154540964

80.69120033871992

82.1889774892386

61.85343306753228

61.860489732552395

portuguese_floresta

67.34276461564683

67.20640872677689

71.60388614283279

69.21765808760865

63.5929776717232

64.59860235213908

slovene_jos

61.58199584383428

58.43392138656762

68.93045054604943

65.68510412521555

58.31896361144272

50.3647698633771

swedish_talbanken

61.2093352192362

64.3917963224894

61.2093352192362

64.3917963224894

47.50707213578501

46.03960396039604

cutoff: 10

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

35.96491228070175

41.228070175438596

N/A

41.228070175438596

36.84210526315789

49.122807017543856

basque_3lb

39.42414174972315

43.050941306755256

27.491694352159467

31.3953488372093

48.36655592469546

44.85049833887043

czech_pdt

44.56469584688383

41.653782587833874

28.623980380657887

26.128911872900783

45.99882710454764

38.22039771818521

danish_cdt

42.98176050753371

44.88501189532118

26.090404440919908

30.84853291038858

39.452815226011104

46.62965900079302

dutch_alpino

33.605442176870746

41.224489795918366

21.63265306122449

21.360544217687075

31.15646258503401

34.42176870748299

english_childes

46.76777326645968

48.12514927155481

39.82167024918398

36.39837592548364

52.65106281347026

61.0142504577661

english_ptb

44.776119402985074

43.67053620784964

44.3338861249309

40.96185737976783

43.78109452736319

46.434494195688224

portuguese_floresta

44.69387755102041

43.87755102040816

38.9795918367347

37.3469387755102

44.48979591836735

45.714285714285715

slovene_jos

44.61805555555556

40.36458333333333

37.84722222222222

38.10763888888889

40.19097222222222

42.62152777777778

swedish_talbanken

35.27918781725889

42.25888324873097

35.27918781725889

42.25888324873097

46.31979695431472

44.67005076142132

cutoff: 15

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

40.98360655737705

40.98360655737705

35.24590163934426

38.52459016393443

41.39344262295082

46.31147540983606

basque_3lb

37.869198312236286

40.625

26.002109704641352

29.047995780590718

47.00685654008439

41.904008438818565

czech_pdt

47.08479150941238

43.81847709233971

29.630137926302062

27.962670692376314

46.84690866671241

40.34172785287861

danish_cdt

41.75133936818769

44.72566044707186

23.83151671900979

28.69019028265287

38.333641234066135

45.242933678182155

dutch_alpino

43.60248447204969

49.25465838509317

21.73913043478261

21.86335403726708

39.68944099378882

46.58385093167702

english_childes

47.033654537609664

48.899755501222494

40.327916007478784

36.44110455918309

52.880051776211715

60.95570257442831

english_ptb

48.44589096826689

46.03742880390562

44.93083807973963

43.8079739625712

47.58340113913751

51.521562245728234

portuguese_floresta

46.27272727272727

42.18181818181818

38.72727272727273

36.18181818181818

45.909090909090914

44.72727272727273

slovene_jos

44.12689339811375

38.46813375250072

37.496427550728775

37.83938268076593

40.382966561874824

41.92626464704201

swedish_talbanken

35.14018691588785

41.02803738317757

35.14018691588785

41.02803738317757

43.97196261682243

39.76635514018692

cutoff: none

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

39.20765027322404

50.975800156128024

32.396565183450434

41.31537861046058

41.88134270101484

50.78064012490242

basque_3lb

36.04057362714236

37.6495278069255

24.763903462749212

27.534102833158446

44.76390346274921

39.328436516264425

czech_pdt

47.63287361884023

44.46441533303377

28.088670745336607

26.730842349037363

46.551565218393186

40.38459322756444

danish_cdt

39.743851761019144

41.75352544451257

21.425165201989234

25.001703113291097

35.56781797125145

41.9578990394441

dutch_alpino

48.16472694717995

55.89973142345569

21.396598030438675

21.378692927484334

43.11548791405551

54.01969561324977

english_childes

47.1925557787882

49.19460011984068

40.53434845440767

36.98494942018258

52.966056889076874

60.98833315709704

english_ptb

48.9115094206478

46.45402582739398

43.68781313951027

44.26116717239433

49.84651753581257

52.840307670594875

portuguese_floresta

49.58241009033578

45.11675472984489

42.64530424407704

36.54337821714675

48.79836372933356

46.65075847963184

slovene_jos

46.809921740283855

40.34575761595261

40.16005659459698

39.34208781005438

42.26466816996065

40.562408807534155

swedish_talbanken

36.12093352192362

41.902404526166904

36.12093352192362

41.902404526166904

44.57213578500707

38.04809052333805

cutoff: 10

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

40.70892370921145

44.92949974839461

N/A

47.63765859008712

38.62193584873766

45.27795358075366

basque_3lb

42.199208767808

44.29923225199735

40.72593677574713

42.4594847551127

43.54625131660638

42.24257552073488

czech_pdt

35.77458673903885

39.62525709541947

40.97481709019173

44.679177076308925

34.59052456932714

35.848348255191546

danish_cdt

48.57123261161907

48.491757723049986

49.47795255239334

52.94524153380195

34.3524320008746

40.49473163040624

dutch_alpino

32.5128425192392

38.52142425483501

47.72058362689208

48.646729973671974

31.63907224647688

33.98468809069307

english_childes

64.14638879707744

66.66092238520315

65.92862173333124

66.50149011067717

59.059621276766535

64.37131233910588

english_ptb

57.53672719722389

59.21539374080928

60.08486788124321

60.05605387888573

47.97000200901931

52.11407795988572

portuguese_floresta

50.058031351373266

49.757892829223316

51.99031654658284

50.691889684757996

45.00076798162327

45.263240181107975

slovene_jos

41.23706730467941

37.2562719922

44.581322446253395

44.26541448444238

36.24058072558894

37.0959315080564

swedish_talbanken

53.16265649565568

56.37722069111704

53.16265649565568

56.37722069111704

45.20930067887769

49.876950992074654

cutoff: 15

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

42.17979984333175

45.189953994292104

40.238159341388005

43.20726896696791

39.45187196388214

42.753953244237856

basque_3lb

40.68126166169092

41.747777213081974

39.58594436503491

40.5857286481685

41.673030321288714

39.59897956583877

czech_pdt

38.861629644067825

42.238684800207196

43.253519267489324

46.781287389708694

37.74132361720956

37.28843917624059

danish_cdt

49.8009381016879

50.42809916493637

49.0596385970732

52.57501020695084

35.11019970719561

40.83717502179684

dutch_alpino

38.64651435986231

45.419600662789385

49.32667887737986

50.35183093757589

37.84268482039108

41.80473812307209

english_childes

64.09041319498611

66.76713984101629

65.94659316651865

66.52809632387915

58.67145151792853

64.11897747741847

english_ptb

60.340906416958475

61.42791234166548

61.58546592281968

62.05338628949516

51.61293788345791

54.580664368336194

portuguese_floresta

50.41758133621912

48.962947240124855

51.59741227911414

49.3302188210619

45.89877588635289

45.826811622396846

slovene_jos

42.4372660370666

36.322787549998296

44.53782007551118

43.07282941448256

36.88194410667212

36.33327001399023

swedish_talbanken

51.74446960382848

54.34695181692608

51.74446960382848

54.34695181692608

42.58481070859618

46.20601768058087

cutoff: none

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

39.61795755461081

47.08732676716075

42.15312147648852

44.00558261756578

39.36537133401538

44.125960150211256

basque_3lb

39.46346101543157

40.13738687040009

38.528137245158355

39.337371537033384

40.47206171221522

37.61799549481319

czech_pdt

42.12121684814763

45.00335964493397

45.252256135411

48.73635803120324

41.11145116640931

38.84081757184108

danish_cdt

50.2047532580977

51.67705933004042

49.21275346415013

51.972902702804845

35.29042026183746

39.93654755587245

dutch_alpino

43.35371516610631

51.408673129977046

49.40512630836002

50.19809618675929

43.72708697359774

47.242776533219065

english_childes

64.13684369988403

66.84961073491165

66.01356950258125

66.57260375467816

58.67456285536073

64.07050847572633

english_ptb

61.64692734584472

62.71455894395888

62.00746932096162

62.993768053637524

53.74609473193219

54.53582750074919

portuguese_floresta

51.71952101086868

51.90661955603858

52.93663001068718

51.314736760749156

49.467699935149476

49.86273904785976

slovene_jos

44.50437698444875

36.822751238770934

45.81572592134726

43.482088612028974

38.61354309740944

36.480878108892725

swedish_talbanken

51.76404795402425

54.28376463629581

51.76404795402425

54.28376463629581

43.39045410147195

44.50675543104269

cutoff: 10

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

3.6037196135150844

3.3713816221063233

N/A

3.231537026117248

3.4965299736308255

3.209369987128977

basque_3lb

3.9570963009822266

3.8195742100369157

4.94319783845247

4.641000246009852

3.54698776855054

3.655702758023394

czech_pdt

3.851354553613626

3.7390316792865277

4.836063958677166

4.598761344254692

3.7987744497269773

3.9454681465834947

danish_cdt

3.958239350557819

3.960441688918996

5.0481947150234125

4.545365330903609

4.116815334646562

3.905252508039036

dutch_alpino

4.1734217141834264

3.893354493497702

4.848075820662275

4.767617150320152

4.155799406533266

4.042608031227681

english_childes

2.9007138858035972

2.7029856352464856

3.0293426667804866

3.0139275400173693

2.685454779723036

2.431373057864715

english_ptb

3.3775253746102774

3.3187757207604447

3.3239325685968364

3.4107402741833885

3.570048470909011

3.3211028966581115

portuguese_floresta

3.434082959516149

3.5337511236285066

3.5143131460073267

3.633625707152781

3.5039336661851586

3.5599891777558255

slovene_jos

3.782248346979371

4.050753279027225

4.1443030968066825

4.140172875939027

3.7578587878985643

3.939802496629385

swedish_talbanken

4.038909825015005

3.7244078072360205

4.038909825015005

3.7244078072360205

3.7020878691546244

3.5338832187752125

cutoff: 15

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

3.628957723669198

3.4795494329127483

4.034781118491125

3.7554515505987736

3.5803200846797205

3.414072925568897

basque_3lb

4.096865655574767

4.002333004670198

5.057956223743966

4.840001558235681

3.6757138149733715

3.8123843730692406

czech_pdt

3.716411969198163

3.632910285751592

4.73145148827073

4.4861201550512115

3.6887743943615456

3.903821377735426

danish_cdt

3.9337669052070776

3.8633061293693842

5.178951500354037

4.651606749314703

4.117740177422952

3.8895226665381575

dutch_alpino

3.948596607395471

3.6383399748132557

5.107819725569282

4.9926119652532925

3.936611030452549

3.740853008296976

english_childes

2.9248491720201404

2.711930203783507

3.0510899865216805

3.0359685540357635

2.7217540684242967

2.465427500862682

english_ptb

3.2257331696268063

3.1920157737900703

3.2841031351563807

3.296937389449576

3.3792331472133172

3.169747343637947

portuguese_floresta

3.4191926747830235

3.587863046547434

3.5835699972492856

3.738307899751621

3.47926617489964

3.541378652607975

slovene_jos

3.738933461183935

4.1650402915136375

4.184266048254768

4.308525937171898

3.7704283341462514

4.0116347355026125

swedish_talbanken

4.297569625791702

4.021231923114433

4.297569625791702

4.021231923114433

4.010449489945643

3.874741297889907

cutoff: none

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

3.9422909961841985

3.4647655342844788

4.097755344566557

3.9468517455697008

3.703609623146906

3.4587128229131134

basque_3lb

4.198535147667102

4.116096856071136

5.157146337639819

4.9587214856592325

3.763513979697533

3.930665336214437

czech_pdt

3.5414346353584483

3.4777673175502946

4.617839170808079

4.34893563812455

3.528316015722751

3.7984160347354208

danish_cdt

3.9574187163256545

3.8153191227581225

5.232069581089807

4.803883575029757

4.13097500523504

3.920793085328947

dutch_alpino

3.667054251555202

3.2562703408423794

5.220305345572781

5.140864550321195

3.6011050209848863

3.3882776712298

english_childes

2.925460699480433

2.708678369019159

3.0492217736447946

3.0365543256921352

2.7246079785101123

2.4726442115598033

english_ptb

3.104412037172135

3.0607779204207914

3.2297346963538884

3.2083384001899957

3.1964613511025375

3.0943185410274854

portuguese_floresta

3.3157616644507604

3.3498657486776593

3.4768413123239537

3.5855956892698613

3.2533514799356067

3.278528843547279

slovene_jos

3.6142805823691075

4.149003430098631

4.086674036470554

4.328803406631884

3.7345892107712264

3.9862589371187758

swedish_talbanken

4.453266373984464

4.165532958263058

4.453266373984464

4.165532958263058

4.106404467878098

4.07207779069561