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Table 2 ROUGE and Nouveau-ROUGE scores in the CSTNews-Update dataset based on the evaluation approach of [62]

From: Update summarization: building from scratch for Portuguese and comparing to English

 

ROUGE-1

ROUGE-2

Nouveau-ROUGE

Methods

Precision

Recall

F-measure

Precision

Recall

F-measure

Pyr

Res

Combined method

0.843

0.296

0.426

0.648

0.230

0.329

7.224

1.264

KLSum-Sub

0.825

0.297

0.421

0.640

0.233

0.329

6.744

2.271

DualSum

0.823

0.294

0.418

0.636

0.230

0.325

7.694

2.438

Novelty-Factor

0.837

0.285

0.414

0.645

0.220

0.319

6.942

2.424

Pos-Direct

0.831

0.289

0.418

0.632

0.222

0.319

6.639

2.240

PageRank(A+B)

0.817

0.288

0.413

0.620

0.221

0.317

6.410

2.118

PageRank(B)

0.822

0.284

0.411

0.627

0.218

0.314

6.642

2.260

Pos-Binary

0.797

0.277

0.400

0.603

0.211

0.304

6.370

2.136

Pos-Geometric

0.796

0.277

0.400

0.602

0.211

0.304

6.389

2.145

Pos-Inverse

0.795

0.277

0.400

0.601

0.211

0.304

6.383

2.141

PNR2

0.785

0.271

0.392

0.595

0.207

0.299

6.239

2.087

RSumm

0.714

0.247

0.356

0.444

0.149

0.217

2.049

0.586

  1. The methods are sorted by the F-measure scores of ROUGE-2