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Table 3 Ablation experiments based on PubMed 200k dataset

From: Fast and scalable neural embedding models for biomedical sentence classification

 

Weighted F1 score

Full model

.917

Removed numeric sentence position

.912

Removed sentence context

.904

Removed both sentence context and numeric sentence position (single sentence model)

.852

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BMC Bioinformatics

ISSN: 1471-2105

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