Table 12.
Technologies used in Task 1a from the participating systems along with the feature representation of the documents
| Reference | Approach | Technologies | Features |
|---|---|---|---|
| [32] | flat | SVMs, MetaLabeler [44] | unigrams, bigrams |
| [37] | hierarchical | SVMs, Bayes networks | unigrams, bigrams |
| [45] | flat | MetaMap [46], | unigrams |
| information retrieval, | |||
| search engines | |||
| [48] | flat | k-NN, SVMs | unigrams, bigrams, |
| trigrams | |||
| [49] | flat | k-NN, learning-to-rank | unigrams |
Unigrams, bigrams and trigrams refer to the word level.