Preliminary results for POS induction

measure

Blunsom, standard

Christodoulopoulos, standard

Chrupala, CPOS

Chrupala, POS

Graca, coarse

Graca, universal

1-1

41.3538783054

42.7062611147

38.2165496796

36.5129036077

43.1366182616

49.7836993429

M-1

81.7500009316

74.0017152438

80.9057323198

82.5289939559

70.0137818371

65.7254497569

VI

3.24059625425

3.29022220882

3.83954827012

3.9781605524

3.33499550262

3.07426793974

VM

55.4823935323

50.0959250254

50.2249884872

50.3560679575

47.2076145345

45.8155457487

measure

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

1-1

38.5345366509

41.0695747369

30.6537186647

32.5278054157

44.1502025845

45.2363169101

M-1

68.061411915

71.1126840931

76.2588835636

77.8648919746

61.8733830995

64.2860932441

VI

3.68767024602

3.57288547862

4.19484591684

4.01042354579

3.48444349636

3.42640561166

VM

43.9464310829

46.2398101355

46.6150556303

48.459951854

40.2940913677

43.2402880173

cutoff: 10

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, CPOS

Chrupala, POS

Graca, coarse

Graca, universal

arabic_padt

89.47368421052632

74.56140350877193

84.21052631578947

84.21052631578947

75.43859649122807

72.80701754385966

basque_3lb

83.74861572535991

79.06976744186046

87.59689922480621

87.59689922480621

76.52270210409745

74.55703211517165

czech_pdt

83.1209681718825

66.92967958628778

71.41333902009916

77.13920136482379

N/A

N/A

danish_cdt

83.22759714512293

76.16970658207771

84.41712926249009

84.89294210943696

66.2172878667724

56.740681998413955

dutch_alpino

76.73469387755102

57.278911564625844

74.14965986394559

76.05442176870748

58.0952380952381

55.374149659863946

english_childes

90.38293129527904

85.52663004537855

91.51739511185414

91.51739511185414

N/A

N/A

english_ptb

84.79823106688778

80.54173576561637

77.22498618021007

83.69264787175234

75.51133222775015

69.81757877280266

portuguese_floresta

79.18367346938776

77.14285714285715

79.18367346938776

80.40816326530611

72.0408163265306

71.83673469387755

slovene_jos

66.75347222222221

62.84722222222222

76.47569444444444

76.90972222222221

62.93402777777778

58.68055555555556

swedish_talbanken

80.0761421319797

79.94923857868021

82.86802030456852

82.86802030456852

73.3502538071066

65.98984771573603

cutoff: 15

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, CPOS

Chrupala, POS

Graca, coarse

Graca, universal

arabic_padt

85.24590163934425

68.85245901639344

85.65573770491804

85.65573770491804

70.08196721311475

72.1311475409836

basque_3lb

82.2652953586498

79.49630801687763

87.06487341772153

87.06487341772153

77.51845991561181

74.06381856540084

czech_pdt

82.81525194995311

66.66209199661475

71.12925730231707

77.02600699924518

N/A

N/A

danish_cdt

82.28339183447257

76.90744503971919

84.03842601145391

84.68501755034177

67.65194901163865

56.161093663402916

dutch_alpino

78.13664596273291

64.34782608695652

73.54037267080746

75.77639751552795

60.993788819875775

55.52795031055901

english_childes

90.34229828850856

85.39838918452467

91.46411620883073

91.46411620883073

N/A

N/A

english_ptb

85.25630593978845

81.49715215622457

77.85191212367779

84.18226200162734

75.42717656631407

69.37347436940601

portuguese_floresta

77.36363636363637

77.36363636363637

79.9090909090909

80.9090909090909

71.72727272727273

69.81818181818183

slovene_jos

67.50500142897971

63.58959702772221

75.53586739068305

76.02172049156903

65.41869105458703

58.95970277222064

swedish_talbanken

79.7196261682243

79.7196261682243

79.57943925233644

79.57943925233644

70.37383177570094

63.13084112149533

cutoff: none

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, CPOS

Chrupala, POS

Graca, coarse

Graca, universal

arabic_padt

83.80171740827478

N/A

83.33333333333334

83.33333333333334

65.04683840749415

66.60811865729899

basque_3lb

80.85344526058063

79.53830010493179

86.67366211962224

86.67366211962224

77.36970968870234

73.8789786638685

czech_pdt

83.10174783680712

66.77612249835816

72.27310958257003

77.96769324715127

N/A

N/A

danish_cdt

81.44287758021663

77.75734041828463

84.12698412698413

84.91722869405272

68.15859390966688

53.78431773281559

dutch_alpino

80.75201432408237

70.13428827215756

74.03760071620412

76.11459265890778

63.36615935541629

57.63652641002685

english_childes

90.36339924570865

85.4182087342709

91.49836100243206

91.49836100243206

N/A

N/A

english_ptb

86.72641309717028

81.92611671723942

78.1137534401242

84.35360948415779

77.14346199985886

71.1011925763884

portuguese_floresta

81.69422191920913

77.38196693369694

80.38179648883586

81.89875575251406

75.5411624339526

74.34804840634055

slovene_jos

70.81398947694211

65.3092806296149

75.52725825706327

75.9207675642216

67.94004509881947

59.959322633417344

swedish_talbanken

78.6067892503536

80.44554455445545

79.59688826025459

79.59688826025459

69.90806223479491

58.78712871287129

cutoff: 10

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, CPOS

Chrupala, POS

Graca, coarse

Graca, universal

arabic_padt

44.73684210526316

35.96491228070175

37.719298245614034

37.719298245614034

42.98245614035088

50.0

basque_3lb

43.18936877076412

40.33776301218162

49.390919158361015

49.390919158361015

49.72314507198228

58.58250276854928

czech_pdt

31.87609958948659

48.79245081836115

31.20968171882497

30.687210108226264

N/A

N/A

danish_cdt

42.98176050753371

44.647105471847745

35.48770816812054

34.773988897700235

42.228390166534496

45.63838223632038

dutch_alpino

33.197278911564624

35.91836734693877

46.53061224489796

41.76870748299319

40.27210884353741

31.15646258503401

english_childes

38.9937106918239

42.22195685056922

43.50370193455935

43.50370193455935

N/A

N/A

english_ptb

37.97678275290215

40.07739082365948

42.06744057490326

31.8407960199005

41.07241569928137

49.69596462133776

portuguese_floresta

54.89795918367347

50.204081632653065

34.48979591836735

34.285714285714285

44.08163265306123

54.285714285714285

slovene_jos

41.14583333333333

52.604166666666664

33.59375

32.98611111111111

45.13888888888889

47.74305555555556

swedish_talbanken

44.54314720812182

36.29441624365482

28.17258883248731

28.17258883248731

39.59390862944163

61.16751269035533

cutoff: 15

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, CPOS

Chrupala, POS

Graca, coarse

Graca, universal

arabic_padt

48.77049180327869

37.704918032786885

36.885245901639344

36.885245901639344

37.704918032786885

54.09836065573771

basque_3lb

39.66244725738397

37.289029535864984

48.655063291139236

48.655063291139236

48.43090717299578

56.92246835443038

czech_pdt

33.831972368992886

50.213865824927375

32.102747089366176

29.284750337381915

N/A

N/A

danish_cdt

41.41880657675966

43.80195824866063

33.34564936264549

32.625161647884724

41.73286532421947

46.997967855163495

dutch_alpino

39.316770186335404

49.50310559006211

45.09316770186335

40.993788819875775

50.18633540372671

38.57142857142858

english_childes

38.73867395368906

42.43851574859773

43.63224507406875

43.63224507406875

N/A

N/A

english_ptb

40.58584214808788

38.58421480878763

45.19121236777868

32.87225386493084

41.464605370219694

48.803905614320584

portuguese_floresta

55.63636363636364

48.54545454545455

34.0

33.54545454545455

43.27272727272727

51.90909090909091

slovene_jos

38.03943983995427

50.55730208631037

33.00943126607602

32.32352100600171

48.1566161760503

46.4704201200343

swedish_talbanken

43.83177570093458

34.06542056074766

28.037383177570092

28.037383177570092

39.299065420560744

58.45794392523365

cutoff: none

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, CPOS

Chrupala, POS

Graca, coarse

Graca, universal

arabic_padt

53.669008587041375

N/A

39.44184231069477

39.44184231069477

39.83216237314598

55.523028883684624

basque_3lb

36.103532703742566

36.0265827212312

47.149352920601615

47.149352920601615

47.0863938440014

54.697446659671215

czech_pdt

31.81938635604254

49.30293917712258

30.489209959328516

27.20265459196018

N/A

N/A

danish_cdt

42.53695755841679

42.76858096600586

31.671094761223518

31.04434907010014

39.948225355950676

45.58212412289666

dutch_alpino

42.79319606087735

56.15040286481647

43.09758281110116

39.623992837958816

56.45478961504029

45.371530886302594

english_childes

38.786084381939304

42.57164005498573

43.7594727009975

43.7594727009975

N/A

N/A

english_ptb

41.546115305906426

39.57377743278527

43.860701432503

31.557405969938607

42.071836849904734

51.70065626984687

portuguese_floresta

59.655701380603375

47.4518493267428

35.895687745014484

35.50366456451338

46.497358104653145

56.076359297767176

slovene_jos

39.02374320201618

53.03532740858646

33.17858248220365

32.502100190122476

50.90418711588628

48.50333819693151

swedish_talbanken

42.37977369165488

32.44342291371994

26.449787835926447

26.449787835926447

34.98939179632249

54.915134370579906

cutoff: 10

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, CPOS

Chrupala, POS

Graca, coarse

Graca, universal

arabic_padt

57.899574880173574

41.952401944223816

47.29423823877686

47.29423823877686

46.17326051368214

45.56736244866771

basque_3lb

46.689337752451884

43.883452621477645

45.530699252538405

45.530699252538405

41.89695960839781

42.62973205026312

czech_pdt

49.884800423594314

42.057932051562645

37.0579628451493

37.64369180845895

N/A

N/A

danish_cdt

57.02710097786879

52.39186645454882

53.28595030138473

53.07755938919437

44.64409283485814

40.92362613155104

dutch_alpino

51.34222401282646

37.869273198693236

50.406741927130895

49.66853462730592

38.47412983723591

35.56458834612131

english_childes

64.59832966020144

62.419799945845035

62.798889652158884

62.798889652158884

N/A

N/A

english_ptb

58.40056036494159

55.77260041646943

50.339120213167554

51.94479879061239

53.508034047290565

51.529200883629656

portuguese_floresta

61.70479721062967

59.607242337494824

53.65777673299915

53.803506876917936

53.51426515878595

55.631736590462445

slovene_jos

49.468173495984274

49.82915037185253

50.67554457570452

50.59579980610279

47.39115869736824

44.17834687477349

swedish_talbanken

57.80903654415284

55.175530912081584

51.20296113298514

51.20296113298514

52.05901557863818

50.499772663824736

cutoff: 15

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, CPOS

Chrupala, POS

Graca, coarse

Graca, universal

arabic_padt

59.561207298988826

39.05082478443095

50.71217476403616

50.71217476403616

44.194416579820036

46.48158137501536

basque_3lb

43.879677388652645

42.16414048623967

43.95287374416473

43.95287374416473

41.30183507656761

41.36994428032167

czech_pdt

51.0438222244994

43.703369117524424

38.33124238828659

38.01852397327627

N/A

N/A

danish_cdt

56.705323284571094

53.34430952259318

52.47146660437855

52.30444421221026

46.10298078017284

41.76875078088303

dutch_alpino

54.64056313234491

46.66370114435712

52.87490674105386

51.53471377703966

43.72567294878569

41.05716506240209

english_childes

64.50943384332373

62.31129821517969

62.72074244421613

62.72074244421613

N/A

N/A

english_ptb

59.62785433105151

57.20939081233642

52.816271885653

52.80916599195259

54.35149741386882

52.084704292087594

portuguese_floresta

60.56152305853686

58.14920006266588

53.31390232512424

53.11178972507315

52.28733015980237

53.261415728156805

slovene_jos

48.85218765077608

50.12880077806784

47.96347131601838

47.91736503522786

48.558758503774165

44.43157664425456

swedish_talbanken

57.9751256299115

54.69832615584879

48.207771273887204

48.207771273887204

50.24047078622304

48.702005574656084

cutoff: none

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, CPOS

Chrupala, POS

Graca, coarse

Graca, universal

arabic_padt

61.74743879466749

N/A

51.27290761438014

51.27290761438014

44.8096975111561

47.07455958300273

basque_3lb

42.17183150902902

41.51922088376516

43.03691519346376

43.03691519346376

40.85663709150025

40.054631496145504

czech_pdt

52.25905211570553

45.31425768798121

40.21686772453434

39.19811771917576

N/A

N/A

danish_cdt

56.56535413196483

54.63047472817515

52.45552844000725

52.32192910654629

47.25962345473198

41.96431234399686

dutch_alpino

56.958917669230004

53.34607134765007

54.87063551744039

52.89946176405203

48.568211920904496

45.80474472881778

english_childes

64.52832494381514

62.32396394094055

62.76177294035084

62.76177294035084

N/A

N/A

english_ptb

60.73284732626551

57.994827599618894

53.142789566942575

52.09466773080788

55.103439538379625

52.53875666910166

portuguese_floresta

64.17346729398295

58.40755862444372

52.54127729623937

52.32462475509726

55.96042159338425

58.14365092852547

slovene_jos

51.14941089483873

51.29476779946348

46.59512491982075

46.49776312735134

50.984784337101715

45.9772472316214

swedish_talbanken

57.054433929426175

54.20635183283385

47.07551262138754

47.07551262138754

48.891520686042114

45.733069362022086

cutoff: 10

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, CPOS

Chrupala, POS

Graca, coarse

Graca, universal

arabic_padt

2.4750665046259233

3.2824011003422533

3.1770612086871433

3.1770612086871433

2.9237189773198686

2.6470131310823977

basque_3lb

3.4290761534407332

3.2396010799848485

3.7572750247610305

3.7572750247610305

3.12145608380209

2.7012909839681822

czech_pdt

3.9865907205607574

3.529654577769863

5.162132631453106

5.6904311221399055

N/A

N/A

danish_cdt

3.270784424184073

3.401216261950103

4.035099393672823

4.0945701950684175

3.8191794134508847

3.513539274484269

dutch_alpino

3.8471964648437686

3.9320524132241683

3.1230524615091197

3.5157830133614945

3.7260984772115364

3.72418324618344

english_childes

2.778398559993592

2.832714438481444

3.0283448747367814

3.0283448747367814

N/A

N/A

english_ptb

3.3034585822122344

3.3441428656612886

3.8786327135654206

4.187194907604972

3.285536488360514

3.0406199250882535

portuguese_floresta

2.6304324230723957

2.7323522978076884

3.706014788568782

3.7626509672238364

3.0583125501153257

2.739302946253978

slovene_jos

3.588657053810693

3.1759403831620645

4.213268286795256

4.253692892930678

3.293864792659695

3.3294802734786586

swedish_talbanken

3.0963016557556244

3.432146669767258

4.314601317476135

4.314601317476135

3.451797238044395

2.898713737357951

cutoff: 15

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, CPOS

Chrupala, POS

Graca, coarse

Graca, universal

arabic_padt

2.4598683342094896

3.5112609261389762

3.2999754109530617

3.2999754109530617

3.2144747991009863

2.763339631098795

basque_3lb

3.6604786629148363

3.3703246159329785

3.8771747509238015

3.8771747509238015

3.186837491248785

2.748251452366595

czech_pdt

3.9182889918739288

3.4858376183369084

5.0575909882047405

5.824058091807837

N/A

N/A

danish_cdt

3.331600549939419

3.3882213345247756

4.238463641076027

4.301397758804354

3.7991915128636595

3.489691837449399

dutch_alpino

3.74344717932426

3.5483463530732804

3.3086256148132884

3.7156283803755548

3.5996029682916193

3.682486786225908

english_childes

2.8041093970263193

2.858138419262248

3.0598559221745973

3.0598559221745973

N/A

N/A

english_ptb

3.284441072674564

3.3413155135600605

3.7148142788185488

4.271586879742783

3.3654841967318743

3.0812365212307493

portuguese_floresta

2.7172045813879264

2.839242949574491

3.845773727231832

3.942553372192562

3.1933988017313304

2.9220484401184716

slovene_jos

3.7076273859381694

3.1906076387879265

4.587256056988034

4.630196696560397

3.2890377250914966

3.363434059340525

swedish_talbanken

3.1732239760989085

3.5814264200679506

4.746760280914709

4.746760280914709

3.7055411207285793

3.0882039404355717

cutoff: none

file

Blunsom, standard

Christodoulopoulos, standard

Chrupala, CPOS

Chrupala, POS

Graca, coarse

Graca, universal

arabic_padt

2.4820208532637182

N/A

3.701724037449625

3.701724037449625

3.3932678951697337

2.981746189484257

basque_3lb

3.815649565327056

3.4377509106348567

3.9818924565193408

3.9818924565193408

3.2507578989766666

2.8203198789027524

czech_pdt

3.826246449633303

3.405909303095908

4.923263646621279

5.774738463005597

N/A

N/A

danish_cdt

3.3644193616566866

3.3445035916301054

4.314824859613062

4.376811086776221

3.7807916238356727

3.4561978924162906

dutch_alpino

3.559922016458208

3.130236682952124

3.27688401405306

3.714331358078217

3.303290792872175

3.4442861764860977

english_childes

2.806181026243022

2.8606256217761454

3.0609558320685495

3.0609558320685495

N/A

N/A

english_ptb

3.1840082808211565

3.276211530950476

3.674888729868139

4.362051257473297

3.3431392467634873

3.0333564165780853

portuguese_floresta

2.4693502024084455

2.8288078372695917

3.957828207863222

4.090406497082331

2.959225237903644

2.6209852121282338

slovene_jos

3.620275656719383

3.1379720378805667

4.802821080100442

4.857898134658241

3.1618547469533063

3.299696770693261

swedish_talbanken

3.3147880519970934

3.6814935022925526

4.982452594962032

4.982452594962032

3.9036849294006695

3.3226531390106766

cutoff: 10

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

65.78947368421053

71.05263157894737

73.68421052631578

73.68421052631578

69.2982456140351

74.56140350877193

basque_3lb

75.27685492801773

77.63012181616833

79.31893687707641

79.78959025470654

76.32890365448505

74.5016611295681

czech_pdt

59.92429492989284

64.30665884736365

72.83680759183238

77.6670043183878

59.39116063336355

57.434557765101026

danish_cdt

69.31007137192704

70.69785884218874

77.79540047581285

81.36399682791435

49.246629659000796

57.613005551149875

dutch_alpino

54.96598639455782

59.863945578231295

80.54421768707482

81.7687074829932

53.197278911564624

54.69387755102041

english_childes

83.0586736724783

86.38245362630363

89.86943714672398

91.54525913541916

70.65520261125707

76.17227927712761

english_ptb

74.1846323935876

76.28524046434494

76.94859038142621

79.65726920950802

61.24930901050304

63.18407960199005

portuguese_floresta

68.16326530612244

70.61224489795919

72.44897959183673

73.06122448979592

64.6938775510204

64.48979591836735

slovene_jos

56.33680555555556

56.25

65.53819444444444

62.06597222222222

53.125

52.951388888888886

swedish_talbanken

73.60406091370558

78.04568527918782

73.60406091370558

78.04568527918782

61.54822335025381

67.25888324873097

cutoff: 15

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

69.26229508196722

71.72131147540983

69.26229508196722

72.95081967213115

68.44262295081968

69.67213114754098

basque_3lb

75.56698312236287

76.22626582278481

78.95569620253164

79.66772151898735

74.90770042194093

73.18037974683544

czech_pdt

59.843546284224246

64.54173242754865

74.04332212539171

78.40984468995174

59.32660856835701

56.52233582652851

danish_cdt

71.38370589322003

71.25438758544246

78.81027156844634

82.04322926288565

48.67910585627194

56.60447071864031

dutch_alpino

56.27329192546584

63.16770186335404

82.54658385093168

83.72670807453416

54.90683229813664

59.3167701863354

english_childes

82.65496907809579

86.26132604631096

89.6986912124263

91.44254278728606

70.17834028476916

75.72630519200345

english_ptb

75.5573637103336

78.42148087876322

78.87713588283157

81.51342554922701

62.71765663140765

64.39381611065907

portuguese_floresta

68.18181818181817

68.0

72.0909090909091

70.27272727272728

64.0909090909091

64.0909090909091

slovene_jos

58.9882823663904

57.35924549871392

66.96198913975422

64.21834809945699

56.130322949414115

51.700485853100886

swedish_talbanken

72.19626168224299

76.30841121495328

72.19626168224299

76.30841121495328

58.45794392523365

62.05607476635514

cutoff: none

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

66.19828259172522

71.07728337236534

69.88680718188915

72.71662763466043

66.21779859484778

68.0327868852459

basque_3lb

74.72542847149353

74.8023784540049

77.48863238894718

78.62889122070655

73.31934242742217

71.40258831759357

czech_pdt

60.84764900395193

65.42808751857869

75.57349094973097

79.35086930973696

60.417314760406946

57.160139642597905

danish_cdt

72.12344165133865

72.25969071462633

79.77382655494245

82.58736971183323

47.09448872539001

53.069010150555215

dutch_alpino

57.99462846911369

68.18263205013429

84.17188898836169

84.78066248880931

57.314234556848696

63.043867502238136

english_childes

82.64777413556097

86.27119241478975

89.70427549258045

91.44196538719115

70.11737337422016

75.6300447640196

english_ptb

77.28812363277116

79.99435466798391

80.87996612800791

83.88434126032037

63.73932679415708

63.34238938677581

portuguese_floresta

70.06988239304584

70.78575080961309

74.24578148968808

72.89926708709731

67.598431907278

68.07567751832282

slovene_jos

61.58199584383428

58.43392138656762

68.93045054604943

65.68510412521555

58.31896361144272

50.3647698633771

swedish_talbanken

71.69377652050919

76.44978783592646

71.69377652050919

76.44978783592646

57.54950495049505

57.3019801980198

cutoff: 10

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

31.57894736842105

37.719298245614034

34.21052631578947

37.719298245614034

36.84210526315789

43.859649122807014

basque_3lb

35.18826135105205

40.72535991140642

23.726467331118496

32.198228128460684

44.40753045404208

44.24141749723145

czech_pdt

44.218158554139784

41.23260649357573

27.27515061043877

25.430505944447408

45.6469584688383

38.05512608626113

danish_cdt

39.84932593180016

43.695479777954006

21.490880253766854

27.59714512291832

41.5146708961142

47.81919111816019

dutch_alpino

33.605442176870746

41.224489795918366

21.496598639455783

21.08843537414966

31.15646258503401

34.5578231292517

english_childes

40.71331900326407

42.830984794204284

35.80128970623358

32.302364461428226

57.31231589841573

59.099593981370916

english_ptb

38.47429519071311

37.0923161967938

34.93642896627971

33.886124930901055

42.841348811498065

45.66058595909342

portuguese_floresta

45.714285714285715

44.69387755102041

38.36734693877551

35.91836734693877

48.16326530612245

45.30612244897959

slovene_jos

44.53125

40.36458333333333

37.76041666666667

38.02083333333333

40.19097222222222

42.62152777777778

swedish_talbanken

31.472081218274113

41.11675126903553

31.472081218274113

41.11675126903553

53.42639593908629

51.14213197969543

cutoff: 15

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

38.9344262295082

43.44262295081967

32.78688524590164

36.885245901639344

40.57377049180328

47.950819672131146

basque_3lb

34.70464135021097

37.81645569620253

21.53217299578059

29.44356540084388

43.16983122362869

40.994198312236286

czech_pdt

46.35513163613074

43.258080010979214

28.24858757062147

25.84231112331023

46.10581211830097

39.8110661268556

danish_cdt

38.481433585811935

44.688712359135415

19.915019397746168

25.290966192499535

40.45815629041197

47.03491594309994

dutch_alpino

43.60248447204969

49.378881987577635

21.677018633540374

21.73913043478261

39.68944099378882

46.70807453416149

english_childes

40.70185531425284

43.236732345750035

35.49187401121818

31.989788580468865

57.608226664749026

59.15432187544945

english_ptb

40.37428803905615

39.65825874694874

35.475996745321396

36.09438567941416

44.63791700569569

51.521562245728234

portuguese_floresta

46.909090909090914

41.72727272727273

38.63636363636363

34.81818181818182

48.27272727272727

44.0

slovene_jos

44.09831380394398

38.43955415833095

37.496427550728775

37.78222349242641

40.382966561874824

41.92626464704201

swedish_talbanken

29.57943925233645

37.71028037383178

29.57943925233645

37.71028037383178

53.364485981308405

47.10280373831775

cutoff: none

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

40.55425448868072

51.54176424668228

33.567525370804056

40.24199843871975

43.30601092896175

51.5807962529274

basque_3lb

32.60580622595313

34.802378454004895

20.531654424623994

27.28226652675761

40.61559986009094

37.6495278069255

czech_pdt

46.18517622388902

43.703409261115524

26.655375433502705

24.47605221619255

45.1027156567926

39.24567649464819

danish_cdt

36.04468969275836

43.8926357381293

17.739628040057227

22.181347503235916

39.192043054704

44.233258396348525

dutch_alpino

48.18263205013429

55.98925693822739

21.360787824529993

21.324977618621308

43.11548791405551

54.09131602506715

english_childes

40.777554545134116

43.45282154312502

35.543336505586694

32.000986923266716

57.70681329526629

59.180148743435204

english_ptb

39.78724154964364

40.54583303930562

33.89845459036059

36.216569049467225

46.50165831627972

51.1714063933385

portuguese_floresta

51.15050281234021

44.28157491051645

42.67939321629453

35.38435316175217

51.576614965058795

46.30986875745696

slovene_jos

46.82760755184153

40.34133616306318

40.16005659459698

39.31555909271787

42.28235398151833

40.58009461909183

swedish_talbanken

27.563649222065063

35.82036775106082

27.563649222065063

35.82036775106082

51.34370579915134

43.5997171145686

cutoff: 10

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

39.23763319074256

41.98876878459769

40.87482694479978

44.2379138022121

38.82996170394595

43.5696048718419

basque_3lb

37.569469240533074

40.62069179017607

35.55265989459098

37.44814778514475

40.03399100907417

38.91159692941191

czech_pdt

33.28660740086576

37.299122784736625

39.05914542366294

42.443337562314554

32.02532137751529

34.93502479153411

danish_cdt

46.17555297531173

46.95126039648693

44.416140408576155

48.751544298213474

33.78512367506618

40.822558387520424

dutch_alpino

32.33171361456958

38.37079638294335

47.432985376147066

48.36120683167511

31.333108290365256

33.93951381351306

english_childes

59.09919552577123

62.71091662967802

60.40944888915324

61.025873833067536

57.56125507957933

61.02903968961042

english_ptb

50.817297937466066

52.7595649276288

52.07793647407867

53.7056213727007

42.42961307929927

45.99225942577064

portuguese_floresta

50.85044756056936

50.7215981632871

52.8727896087876

50.626079799256004

46.242805261415285

45.66708217106052

slovene_jos

41.14833692576052

37.16559275575778

44.50656682584728

44.19000451500525

36.14062622877852

37.00236665648486

swedish_talbanken

48.94805645773764

53.8097887399712

48.94805645773764

53.8097887399712

44.559107972120074

50.53383343673497

cutoff: 15

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

42.17743420968934

44.57121570204788

38.8135417067701

42.73128417341328

39.97721536769143

42.15002359337296

basque_3lb

36.19109618101866

37.97167152086154

34.358404432284196

35.61275020786752

37.84994460471319

35.92085543305987

czech_pdt

35.85888967076214

39.491892814643286

41.10506487179332

44.265640970015966

34.64878644134486

36.1199930795909

danish_cdt

47.31192615227138

49.0529299704495

44.20896271711222

48.56611484928753

34.621342351680845

40.99427505648564

dutch_alpino

38.58334985930555

45.370926460522796

49.18079692873966

50.240661339776224

37.71135336349366

41.77747539737878

english_childes

58.86297081831565

62.70197296641593

60.26543940321098

60.904970236442516

57.08379340192216

60.59993008384418

english_ptb

53.41273003259177

55.11650068917858

54.16747695243157

55.906457994126804

45.76957619925403

48.71543233987875

portuguese_floresta

50.644570011078706

49.258212929496445

51.700613228666384

48.8516005599613

46.55684556321933

45.80314495838263

slovene_jos

42.366853256996635

36.25350266591425

44.49917190711838

42.991916450680314

36.7945192071274

36.23189622211

swedish_talbanken

47.19935578626262

50.947359528452274

47.19935578626262

50.947359528452274

41.75572601959547

46.31751769190791

cutoff: none

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

39.92521215532288

47.47374468712508

42.42828040060477

43.90764255967419

39.91817718189475

44.49090211291354

basque_3lb

34.85376458498706

36.31969466367429

33.32827322429832

34.35420735386974

36.08007751622343

33.41586110304941

czech_pdt

38.55681247788243

41.7038442509252

42.902009773890285

46.03017092558147

37.462675091804044

37.33987623123725

danish_cdt

47.89353325406039

50.52061139346436

44.36523426983947

48.165048238340276

35.12834321988848

39.96043796549318

dutch_alpino

43.34176088399101

51.36556140606484

49.329052540126575

50.114747274001324

43.67486393480539

47.204817985207

english_childes

58.86885442763317

62.75856796329611

60.30596268009515

60.916085371955184

57.06475147042168

60.51382513211138

english_ptb

54.76324238379754

56.80911770596763

55.08345116833022

57.29281099060473

48.0371452450746

48.457793278642505

portuguese_floresta

52.089220008345606

52.48248660541297

53.178642885746385

50.86544813917521

50.316855881604596

50.18270913869583

slovene_jos

44.48826913530057

36.79035471884528

45.79647258963767

43.43293007566618

38.60883459787898

36.43382990299474

swedish_talbanken

45.86612076795992

49.76813397028888

45.86612076795992

49.76813397028888

40.83861607079016

42.834196978719504

cutoff: 10

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

3.376460067767094

3.2490650786887025

3.534949432059176

3.150727926102406

3.165869837616494

3.015455038861397

basque_3lb

3.7013817991351887

3.527140966888563

4.783455668386194

4.471412045905621

3.2175990817504725

3.306174402582344

czech_pdt

3.9484369570135223

3.8341121339532855

4.945416037247642

4.739664685333664

3.8946557759650036

3.9508149089771107

danish_cdt

3.849798763284711

3.7902846577137304

5.251577097945594

4.67165456150623

3.792157938154382

3.5617901677082586

dutch_alpino

4.1727937298640985

3.8921202002626627

4.865556739831525

4.785098069489404

4.162395971961022

4.033826407663864

english_childes

3.087849344513238

2.821563505087635

3.305943189418061

3.2957951704415622

2.554216823870624

2.448689111192767

english_ptb

3.666996581028746

3.60879071753317

3.751997666297186

3.7223878677041093

3.6634304593435703

3.476651972612866

portuguese_floresta

3.2725978449348183

3.358691519376887

3.347121214699202

3.5309895278571557

3.3077768501875315

3.4154424777046066

slovene_jos

3.785843580877007

4.05434851292486

4.147898330704318

4.143768109836662

3.7614540217961996

3.9433977305270207

swedish_talbanken

4.014543791805333

3.5927374937581025

4.014543791805333

3.5927374937581025

3.324878202981614

3.111813898750253

cutoff: 15

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

3.3856242029760217

3.285427138347904

3.8733164030859637

3.545776498168146

3.296508801065513

3.206493015816873

basque_3lb

3.8258846739402093

3.6968975526416465

4.89782826120032

4.658747575119204

3.350652550819711

3.460983193654786

czech_pdt

3.842785229659639

3.7526969699559025

4.859025870058418

4.649384790986062

3.8147912216588793

3.92063224249612

danish_cdt

3.845506714101866

3.6965317056442664

5.372112580533778

4.76824939184608

3.797216121437683

3.561916512315263

dutch_alpino

3.9466736825649047

3.63625831491914

5.117569646783281

4.998939665967706

3.9388555554181393

3.7369288348729466

english_childes

3.124132221480965

2.8383064533118207

3.3413331718114905

3.3307461859396645

2.5900217492135367

2.490294764837709

english_ptb

3.56512583439244

3.49838909469691

3.697785368932091

3.6188800828880647

3.5264283982336804

3.332354239133137

portuguese_floresta

3.30120720297216

3.461899287399267

3.4757865272604933

3.6675694463798796

3.326137739776001

3.4305552970995965

slovene_jos

3.741259154480338

4.1670857761814775

4.18501707021527

4.312426301804205

3.7731855150117686

4.01553510013492

swedish_talbanken

4.249977574275766

3.9004141226780975

4.249977574275766

3.9004141226780975

3.569348834856193

3.4067813275599903

cutoff: none

file

CPOS

CPOS-MK

POS

POS-MK

UPOS

UPOS-MK

arabic_padt

3.7787343415440917

3.3139969303628414

3.9407462730132385

3.819771471831717

3.526330744864291

3.3035316603455795

basque_3lb

3.9196640515055288

3.793488691277622

4.9807909782967865

4.762889898680755

3.453876117980806

3.5836499921518143

czech_pdt

3.7028555253784066

3.632643592993607

4.763410052196479

4.528732906706496

3.689249084286898

3.8338379124614645

danish_cdt

3.858603158972665

3.63837176899023

5.429832052284615

4.903737067452652

3.7896178117824064

3.593726971133227

dutch_alpino

3.6637635975445404

3.255670486078494

5.224519513614911

5.145889698670038

3.6004063295880435

3.3869281193787533

english_childes

3.127704645499907

2.83698403006334

3.3417684476789717

3.3342354872861164

2.593284799161878

2.4990294901548205

english_ptb

3.463111974768164

3.3560488112368057

3.6212625363063915

3.51520866201782

3.362990576191358

3.281840590099435

portuguese_floresta

3.1912335514129166

3.21143015866631

3.3620784245563833

3.5170145818452667

3.095875748343649

3.154522385014545

slovene_jos

3.612931470940095

4.1484002569920495

4.085784500527454

4.330124778741078

3.732223492585548

3.9864653999504585

swedish_talbanken

4.456023026397155

4.074279421058023

4.456023026397155

4.074279421058023

3.6994436892811415

3.6227120213396526