Sentence examples similar to a mesh profile from inspiring English sources

Using a MeSH profile-based strategy, we were able to achieve maximum ROUGE F-scores of 0.4320, 0.1497 and 0.1887, respectively.

MeSH profile: varying length Instead of limiting a MeSH term profile using an absolute threshold such as the top 5 or 10 free-text words, there may be a better way to determine profile length.

We explore two approaches: MeSH Term and MeSH Profile approaches.

The highest overlap was between the MeSH Term and MeSH Profile (VL) strategies (29%) with the second highest between MeSH Profile (VL) and MEAD True (only 7%) strategies.

For obvious reasons, Abstract sentences were found to be most important followed by MeSH profile- and MeSH term-based sentences.

Overall, there were many more errors of commission in MEAD True summaries than in MeSH Profile summaries.

We explore two different approaches for using MeSH terms in this manner; we refer to these as MeSH Term and MeSH Profile approaches.

For each document, we pooled the sentences present in the two baseline summaries (MEAD Random and MEAD True), and the sentences present in the best MeSH Term and MeSH Profile summaries.

The similarity analysis and the inspection of the MeSH profiles yielded a low overlap between the two MI related corpora, which challenges the approach used to define them.

Our expanded approach using MeSH Profiles provides an added boost to the summarization performance compared with our MeSH term-based strategies.

Across the 8 documents, there were a total of 26 missed terms for the MeSH profile-based strategy and 36 missed terms for the MEAD True summary.