Oscar3 refactored as a workflow of different components.

<p>Oscar3 refactored as a workflow of different components.</p

ROC curves comparing the performance of various Oscar variants.

<p>In all the four different experiments, Oscar workflow has a slight edge over the Oscar 3 variant.</p

U-Compare view of Oscar workflow.

<p>Right side of the figure shows a workflow made from the Oscar components shown on the left.</p

Performance (%) of different variants of Oscar on Sciborg test data using the models trained on Sciborg data and PubMed data.

<p>Performance (%) of different variants of Oscar on Sciborg test data using the models trained on Sciborg data and PubMed data.</p

Performance of different variants of Oscar on PubMed test data using the models trained on Sciborg data and PubMed data.

<p>Performance of different variants of Oscar on PubMed test data using the models trained on Sciborg data and PubMed data.</p

Performance of different Oscar pattern recogniser versions on Pubmed.

<p>Performance of different Oscar pattern recogniser versions on Pubmed.</p

Performance of different Oscar pattern recogniser versions on Sciborg.

<p>Performance of different Oscar pattern recogniser versions on Sciborg.</p

U-Compare output for a test document.

<p>Chemical names (underlined) as identified by the MEMM-based workflow.</p

The original architecture of Oscar3.

<p>The original architecture of Oscar3.</p

Showing a normal workflow and a reconfigurable workflow as can be built by using U-Compare.

<p>Showing a normal workflow and a reconfigurable workflow as can be built by using U-Compare.</p