Preliminary results for joint POS and Dependency induction

measure

Christodoulopoulos, standard

NED

0.6507732

directed

0.2925534

undirected

0.5114979

measure

DMV-CPOS

DMV-POS

DMV-UPOS

PR-CPOS

PR-POS

PR-UPOS

NED

0.6881486

0.7108207

0.6511071

0.6239173

0.6257862

0.6296534

directed

0.3312497

0.3485663

0.3113453

0.2921317

0.2837565

0.2855503

undirected

0.53634

0.5589263

0.5047637

0.4926414

0.4829434

0.4885868

cutoff: 10

file

Christodoulopoulos, standard

arabic_padt

0.361111

basque_3lb

0.284465

czech_pdt

0.331346

danish_cdt

0.278592

dutch_alpino

0.310345

english_childes

0.312426

english_ptb

0.227116

portuguese_floresta

0.266504

slovene_jos

0.263214

swedish_talbanken

0.290415

cutoff: 15

file

Christodoulopoulos, standard

arabic_padt

0.264574

basque_3lb

0.267776

czech_pdt

0.289196

danish_cdt

0.243442

dutch_alpino

0.217207

english_childes

0.301963

english_ptb

0.232115

portuguese_floresta

0.243797

slovene_jos

0.226415

swedish_talbanken

0.269030

cutoff: none

file

Christodoulopoulos, standard

basque_3lb

0.245059

czech_pdt

0.246923

danish_cdt

0.213783

dutch_alpino

0.151261

english_childes

0.298963

english_ptb

0.215463

portuguese_floresta

0.197245

slovene_jos

0.191545

swedish_talbanken

0.235926

cutoff: 10

file

Christodoulopoulos, standard

arabic_padt

0.583333

basque_3lb

0.493002

czech_pdt

0.487331

danish_cdt

0.562561

dutch_alpino

0.470219

english_childes

0.563071

english_ptb

0.507226

portuguese_floresta

0.518337

slovene_jos

0.404863

swedish_talbanken

0.525036

cutoff: 15

file

Christodoulopoulos, standard

arabic_padt

0.538117

basque_3lb

0.463470

czech_pdt

0.437069

danish_cdt

0.537572

dutch_alpino

0.448519

english_childes

0.552250

english_ptb

0.478033

portuguese_floresta

0.498382

slovene_jos

0.366914

swedish_talbanken

0.500521

cutoff: none

file

Christodoulopoulos, standard

basque_3lb

0.435298

czech_pdt

0.389070

danish_cdt

0.513847

dutch_alpino

0.402961

english_childes

0.549330

english_ptb

0.433743

portuguese_floresta

0.455380

slovene_jos

0.327707

swedish_talbanken

0.455540

cutoff: 10

file

Christodoulopoulos, standard

arabic_padt

0.620370

basque_3lb

0.674248

czech_pdt

0.650703

danish_cdt

0.719941

dutch_alpino

0.576803

english_childes

0.799325

english_ptb

0.679284

portuguese_floresta

0.581907

slovene_jos

0.557082

swedish_talbanken

0.648069

cutoff: 15

file

Christodoulopoulos, standard

arabic_padt

0.587444

basque_3lb

0.609100

czech_pdt

0.590267

danish_cdt

0.672521

dutch_alpino

0.545839

english_childes

0.785430

english_ptb

0.616641

portuguese_floresta

0.553398

slovene_jos

0.489555

swedish_talbanken

0.611575

cutoff: none

file

Christodoulopoulos, standard

basque_3lb

0.559117

czech_pdt

0.511777

danish_cdt

0.616856

dutch_alpino

0.472189

english_childes

0.781814

english_ptb

0.539236

portuguese_floresta

0.500100

slovene_jos

0.406576

swedish_talbanken

0.545256

cutoff: 10

file

DMV-CPOS

DMV-POS

DMV-UPOS

PR-CPOS

PR-POS

PR-UPOS

arabic_padt

0.425926

0.518519

0.490741

0.287037

0.194444

0.185185

basque_3lb

0.288663

0.270819

0.301959

0.290763

0.238628

0.300910

czech_pdt

0.286177

0.381570

0.282872

0.260515

0.353639

0.250988

danish_cdt

0.363636

0.384164

0.181818

0.255621

0.240469

0.203812

dutch_alpino

0.390282

0.410658

0.402821

0.376176

0.405956

0.396552

english_childes

0.407602

0.443231

0.420603

0.392715

0.328156

0.417279

english_ptb

0.251204

0.230557

0.231246

0.248451

0.207158

0.239504

portuguese_floresta

0.383863

0.344743

0.310513

0.310513

0.364303

0.315403

slovene_jos

0.206131

0.192389

0.226216

0.221987

0.227273

0.208245

swedish_talbanken

0.309013

0.309013

0.264664

0.277539

0.277539

0.337625

cutoff: 15

file

DMV-CPOS

DMV-POS

DMV-UPOS

PR-CPOS

PR-POS

PR-UPOS

arabic_padt

0.390135

0.502242

0.443946

0.246637

0.174888

0.156951

basque_3lb

0.281474

0.258806

0.295173

0.274625

0.226517

0.290933

czech_pdt

0.240150

0.353133

0.236618

0.216619

0.325091

0.205587

danish_cdt

0.301690

0.344375

0.135616

0.212094

0.186527

0.162294

dutch_alpino

0.288434

0.369535

0.297602

0.280677

0.255994

0.306065

english_childes

0.390328

0.426885

0.406949

0.376669

0.316064

0.403501

english_ptb

0.256610

0.230754

0.211314

0.254471

0.191874

0.227838

portuguese_floresta

0.323625

0.307443

0.243797

0.278317

0.314995

0.270766

slovene_jos

0.176550

0.152291

0.184973

0.183288

0.184299

0.189353

swedish_talbanken

0.289885

0.289885

0.229927

0.255474

0.255474

0.299270

cutoff: none

file

DMV-CPOS

DMV-POS

DMV-UPOS

PR-CPOS

PR-POS

PR-UPOS

arabic_padt

0.352627

0.443614

0.342161

0.177915

0.126015

0.109355

basque_3lb

0.274875

0.250559

0.287163

0.263705

0.214126

0.282781

czech_pdt

0.198881

0.331761

0.199644

0.179233

0.294938

0.165363

danish_cdt

0.233392

0.319193

0.099728

0.174884

0.142388

0.142388

dutch_alpino

0.206283

0.337135

0.205082

0.207483

0.151261

0.214086

english_childes

0.386350

0.422073

0.403326

0.373132

0.312570

0.400216

english_ptb

0.225429

0.232843

0.171791

0.244045

0.196099

0.185829

portuguese_floresta

0.285087

0.280096

0.170892

0.248553

0.316630

0.248752

slovene_jos

0.138536

0.115154

0.143904

0.149427

0.144678

0.147517

swedish_talbanken

0.263975

0.263975

0.205093

0.239109

0.239109

0.281679

cutoff: 10

file

DMV-CPOS

DMV-POS

DMV-UPOS

PR-CPOS

PR-POS

PR-UPOS

arabic_padt

0.527778

0.583333

0.611111

0.500000

0.490741

0.527778

basque_3lb

0.491603

0.505248

0.500350

0.481805

0.446466

0.496151

czech_pdt

0.458946

0.572030

0.478971

0.455123

0.521612

0.460696

danish_cdt

0.608993

0.570381

0.436950

0.482893

0.351906

0.404692

dutch_alpino

0.536050

0.572100

0.537618

0.536050

0.551724

0.526646

english_childes

0.610113

0.626786

0.598700

0.597162

0.558952

0.593787

english_ptb

0.529250

0.540950

0.469374

0.474191

0.446662

0.446662

portuguese_floresta

0.611247

0.594132

0.515892

0.498778

0.559902

0.511002

slovene_jos

0.418605

0.453488

0.412262

0.415433

0.416490

0.404863

swedish_talbanken

0.570815

0.570815

0.486409

0.484979

0.484979

0.513591

cutoff: 15

file

DMV-CPOS

DMV-POS

DMV-UPOS

PR-CPOS

PR-POS

PR-UPOS

arabic_padt

0.511211

0.582960

0.573991

0.479821

0.493274

0.538117

basque_3lb

0.479126

0.493477

0.488258

0.458904

0.423679

0.475701

czech_pdt

0.414271

0.542144

0.432178

0.416553

0.480463

0.419216

danish_cdt

0.567141

0.523344

0.401956

0.433526

0.287906

0.372388

dutch_alpino

0.479549

0.526798

0.474612

0.480959

0.441467

0.473202

english_childes

0.594642

0.611573

0.584652

0.582928

0.546194

0.579524

english_ptb

0.503110

0.526633

0.447123

0.449650

0.423406

0.430210

portuguese_floresta

0.558792

0.566343

0.460626

0.474649

0.516721

0.460626

slovene_jos

0.377695

0.410040

0.370283

0.361523

0.364218

0.365903

swedish_talbanken

0.527633

0.527633

0.429614

0.454119

0.454119

0.464025

cutoff: none

file

DMV-CPOS

DMV-POS

DMV-UPOS

PR-CPOS

PR-POS

PR-UPOS

arabic_padt

0.454507

0.524776

0.449594

0.382742

0.402606

0.470312

basque_3lb

0.464255

0.473191

0.470012

0.438735

0.403506

0.456006

czech_pdt

0.374788

0.509223

0.385312

0.381554

0.432732

0.379587

danish_cdt

0.522171

0.488474

0.373379

0.389387

0.224588

0.344806

dutch_alpino

0.418968

0.485594

0.408363

0.419368

0.367747

0.410364

english_childes

0.591620

0.608035

0.581469

0.580173

0.543499

0.576674

english_ptb

0.454424

0.488049

0.393939

0.411056

0.395621

0.378565

portuguese_floresta

0.517868

0.527451

0.397884

0.449790

0.497504

0.440607

slovene_jos

0.332611

0.366987

0.327862

0.312842

0.308145

0.322546

swedish_talbanken

0.488562

0.488562

0.403223

0.411975

0.411975

0.441814

cutoff: 10

file

DMV-CPOS

DMV-POS

DMV-UPOS

PR-CPOS

PR-POS

PR-UPOS

arabic_padt

0.629630

0.666667

0.675926

0.583333

0.537037

0.629630

basque_3lb

0.627712

0.624563

0.622813

0.613716

0.578027

0.627362

czech_pdt

0.607414

0.720238

0.639622

0.580909

0.655175

0.603590

danish_cdt

0.723851

0.732160

0.603128

0.645161

0.635386

0.569404

dutch_alpino

0.648903

0.650470

0.647335

0.644201

0.623824

0.637931

english_childes

0.795554

0.798829

0.783793

0.789103

0.773819

0.778881

english_ptb

0.734343

0.742602

0.636614

0.615967

0.614591

0.601514

portuguese_floresta

0.806846

0.794621

0.726161

0.628362

0.716381

0.669927

slovene_jos

0.523256

0.594080

0.519027

0.523256

0.508457

0.511628

swedish_talbanken

0.783977

0.783977

0.656652

0.615165

0.615165

0.666667

cutoff: 15

file

DMV-CPOS

DMV-POS

DMV-UPOS

PR-CPOS

PR-POS

PR-UPOS

arabic_padt

0.618834

0.659193

0.659193

0.551570

0.542601

0.614350

basque_3lb

0.584801

0.581213

0.582681

0.561644

0.525766

0.576973

czech_pdt

0.553204

0.683930

0.583854

0.524428

0.595321

0.547715

danish_cdt

0.670743

0.664740

0.533348

0.567808

0.528457

0.503557

dutch_alpino

0.624824

0.615656

0.613540

0.626234

0.515515

0.611425

english_childes

0.780258

0.783883

0.768146

0.773981

0.755946

0.762620

english_ptb

0.685459

0.701400

0.572900

0.557737

0.553072

0.545490

portuguese_floresta

0.741100

0.750809

0.654800

0.571737

0.647249

0.607335

slovene_jos

0.462264

0.546833

0.467655

0.448113

0.443733

0.457547

swedish_talbanken

0.714286

0.714286

0.594369

0.569864

0.569864

0.616788

cutoff: none

file

DMV-CPOS

DMV-POS

DMV-UPOS

PR-CPOS

PR-POS

PR-UPOS

arabic_padt

0.534387

0.576249

0.533106

0.434643

0.437206

0.500854

basque_3lb

0.556023

0.543564

0.547345

0.527324

0.490978

0.539010

czech_pdt

0.493130

0.634249

0.514880

0.460288

0.518138

0.478402

danish_cdt

0.602689

0.604210

0.463422

0.479670

0.382424

0.431807

dutch_alpino

0.574630

0.567827

0.551821

0.570028

0.432173

0.555022

english_childes

0.777192

0.780562

0.764708

0.770756

0.752354

0.759698

english_ptb

0.602455

0.635472

0.474862

0.478751

0.477232

0.450980

portuguese_floresta

0.694350

0.707926

0.578958

0.504891

0.607307

0.553404

slovene_jos

0.387478

0.475173

0.403479

0.372871

0.362341

0.387478

swedish_talbanken

0.654466

0.654466

0.543465

0.505073

0.505073

0.568729