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Reduce the weight of abstract size #71

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michelole opened this issue Jun 29, 2017 · 4 comments
Closed

Reduce the weight of abstract size #71

michelole opened this issue Jun 29, 2017 · 4 comments

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@michelole
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https://www.ncbi.nlm.nih.gov/pubmed/15085719 is top-10 ranked for topic 1, but does not even mention the gene.

However, it's probably well ranked due to its small size. Experiment reducing this weight.

@kasac
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kasac commented Jun 29, 2017 via email

@michelole
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We have two options:

  1. Disable field-length norm.
  2. Use BM25 ([Experiment] Rank with Okapi BM25 #86) as similarity measure and set b to zero.

I would go with the second.

Any option to reduce the weight implies reindexing.

@michelole
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How to set b

@michelole
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Setting B = 0 in the Okapi BM25 ranking algorithm worsened results from 0,7693 to 0,6852.

Also, the documents are longer and take more time to evaluate.

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