Graph-Community Detection for Cross-Document Topic Segment Relationship Identification
Table 9: Summary of the results in the 4S corpus. In bold are the highest scores obtained.
['[EMPTY]', '[ITALIC]  [BOLD] A [BOLD] R [BOLD] I', '[ITALIC]  [BOLD] F [BOLD] 1', '[ITALIC]  [BOLD] A [BOLD] c [BOLD] c']
After having carried out all experiments with the 4S corpus, this section provides a discussion of the obtained results. Contrary to the AVL corpus, results were close between two techniques: Spectral Clustering and Louvain. The former obtained a better overall performance, since it had the highest scores in two of the metrics.