<p>Coreference resolution results comparison on ACE2004 (i.e., A), CoNLL2012 (i.e., C) and SemEval2010 newswire (i.e., NW) and broadcast news (i.e., BN) datasets. Each column represents a model trained on a specific dataset, while each row represents a dataset. Values represent -scores of MUC <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0100101#pone.0100101-Vilain1" target="_blank">[9]</a>, BCubed <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0100101#pone.0100101-Bagga1" target="_blank">[41]</a> and CEAF <a href="http://www.plosone.org/article/info:doi/10.1371/journal.pone.0100101#pone.0100101-Luo3" target="_blank">[42]</a>, respectively.</p
<p>(The feature sets are labeled by their size, here 6 features, and then enumerated from 0 to N–1, ...
<p>Results for different basic classifiers (mean±SD) by using varied numbers of supplementary traini...
<p>Comparison of the best results obtained for each data set over both models (Cox and RSF) and all ...
Comparison results of different network models: A is training accuracy of model, B is validation acc...
<p>Performance comparisons of multiple individual classifiers on the training dataset by 10-fold cro...
Different symbols represent different fragment sets, while different points with the same symbol rep...
<p>Coreference resolution systems evaluated on the CoNLL2012 dataset (i.e., ALL) <a href="http://www...
<p>Coreference resolution systems evaluated on the ACE2004 dataset (i.e., ALL) <a href="http://www.p...
(A) AUPR measures for different types of features. Statistical tests were performed as described in ...
<p><b>a</b>: Each column represents a subject, divided by test group (all datasets include a Gaussia...
<p>Comparisons of the training-samples-based SCKC for the five HCA-species and the OKC for all 40 sp...
<p>The relative measure of model performance, i.e. the per-bin log-likelihood Δ<i>p</i> (see <a href...
The task performance (task AUC and task accuracy) shows how well classifiers are able to distinguish...
Developing state-of-the-art approaches for specific tasks is a major driving force in our research c...
A. Comparison of the Ashcroft score performed by a human pathologist vs the Ashcroft scored by the C...
<p>(The feature sets are labeled by their size, here 6 features, and then enumerated from 0 to N–1, ...
<p>Results for different basic classifiers (mean±SD) by using varied numbers of supplementary traini...
<p>Comparison of the best results obtained for each data set over both models (Cox and RSF) and all ...
Comparison results of different network models: A is training accuracy of model, B is validation acc...
<p>Performance comparisons of multiple individual classifiers on the training dataset by 10-fold cro...
Different symbols represent different fragment sets, while different points with the same symbol rep...
<p>Coreference resolution systems evaluated on the CoNLL2012 dataset (i.e., ALL) <a href="http://www...
<p>Coreference resolution systems evaluated on the ACE2004 dataset (i.e., ALL) <a href="http://www.p...
(A) AUPR measures for different types of features. Statistical tests were performed as described in ...
<p><b>a</b>: Each column represents a subject, divided by test group (all datasets include a Gaussia...
<p>Comparisons of the training-samples-based SCKC for the five HCA-species and the OKC for all 40 sp...
<p>The relative measure of model performance, i.e. the per-bin log-likelihood Δ<i>p</i> (see <a href...
The task performance (task AUC and task accuracy) shows how well classifiers are able to distinguish...
Developing state-of-the-art approaches for specific tasks is a major driving force in our research c...
A. Comparison of the Ashcroft score performed by a human pathologist vs the Ashcroft scored by the C...
<p>(The feature sets are labeled by their size, here 6 features, and then enumerated from 0 to N–1, ...
<p>Results for different basic classifiers (mean±SD) by using varied numbers of supplementary traini...
<p>Comparison of the best results obtained for each data set over both models (Cox and RSF) and all ...