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Table 6 Impact of co-reference resolution on relation detection

From: The contribution of co-reference resolution to supervised relation detection between bacteria and biotopes entities

 

Development

Test

 

R

P

F

R

P

F

T2: none

0.582

0.338

0.428

0.608

0.324

0.423

T2: sim

0.583

0.433

0.497

0.598

0.422

0.495

T2: ana

0.559

0.307

0.397

0.602

0.311

0.410

T2: all

0.595

0.411

0.486

0.587

0.389

0.468

T3: none

0.368

0.312

0.338

0.360

0.281

0.316

T3: sim

0.388

0.399

0.394

0.347

0.356

0.351

T3: ana

0.317

0.273

0.293

0.334

0.279

0.304

T3: all

0.391

0.367

0.379

0.333

0.357

0.345

  1. Impact of co-reference resolution on relation detection. These experiments use the optimal (i.e., full '+context') set of features tested in Table 7, hence the best results here are optimal with respect to feature sets too. none = no co-reference resolution; sim = string similarity; ana = anaphora; all = sim+ana. Boldface highlights the optimal value on the development corpus, italics the associated value on the test corpus
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BMC Bioinformatics

ISSN: 1471-2105

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