Sentence examples for using different corpora and from inspiring English sources

Different teams competed using different corpora and approaches.

Each run used different corpora and different validation methods.

The previously described contributions used different corpora and, in some cases, the authors used different evaluation measures for the results or evaluated only a part of the list of candidate terms.

Fig. 7 Precision, recall and F-measure values of the models trained using different corpora on the CEMPs, chapati, and BioS patent corpora.

Therefore, a results of research performed using different corpora may be very different from each other [48, 49].

Different runs use different corpora for the CRF step: each uses (1) either the CHEMDNER corpus by itself or (2) the CHEMDNER corpus along with the DDI and patents (PAT) corpora.

It is important to notice that this comparison was performed not considering existing differences among the contributions, for example, the use of different corpora and the evaluation performed using only part of the list of candidate terms.

(In the case of Shakespeare's plays, "manuscripts" includes the earliest printed editions, with all their variants). CEDAR will show how the same underlying data model and software can be used for three very different literary corpora written in different historical periods using different languages and writing systems and which today are studied by different communities of scholars.

Our first analyses explored whether training SIDE using different human-scored corpora had an impact upon scoring-model success.

Table 4 Perplexity on 70K word as test from Arabic Open Corpus using different smoothing techniques against proposed algorithm Model Perplexity Entropy reduction GT5 113.473 – KN3 99.1785 2.85 KN5 98.9021 2.9 Basic RNN 70.58 10.04 Proposed model 68.42 10.69 Italic values represent proposed model perplexity and entropy reduction against different smoothing techniques.

An important next step regarding these corpora is a careful analysis and normalization of the entity and relationship types, as different corpora refer to the same concept using different names, e.g. 'gene'protein'in' and 'GeneProtein' for gene/proteins annotations.