Third, comparing the two different ways of generating the article embeddings, Term Summation has a better performance than Paragraph Embeddings in most cases.
(wsuirdaa+SEM_{d_{LDA}text D^k_{PRF}}) and (wsuirdma+SEM_{d_{LDA}text D^k_{PRF}}) in Table 9 corresponds to applying LDA model for generating the article representations, on top of the best TREC CDS runs in 2015.
The query expansion approach used in combination with a standard IR system in order to generate the final article ranking did not perform as well in the test phase as the result of the training phase would have suggested.
They were posted on the network's Web site within a minute or two of the end of each game; box scores and play-by-play data were used to generate the brief articles.
There are already some plug-ins for WordPress and other CMS systems like Drupal available today that will generate the right Instant Articles feed automatically.
Subsequently, officials from the EPI and the Pan American Health Organization reviewed the data and generated the present article.
The ZIP file contains the R code and datasets required to perform the calculations and generate the figures for this article.
Compared to Paragraph Embeddings, Term Summation is more suitable to generate the embeddings of biomedical articles, due to the ability of reducing irrelevant information in the embeddings of biomedical articles.
However, the modern phenomenon of 'self-harm' is rooted in texts that were concerned with this differentiation and confusion; other actions (such as interfering with wound healing, self-burning, or arson, all mentioned above) would not generate the confusion that these articles were trying to clear up.
We used PHASE to generate the data reported in this article, because it has been shown to reduce error rates in haplotype reconstruction compared with the expectation maximization algorithm (Stephens and Donelly 2003).
