Results of evaluateTopK with K = 20 for pipelines presented in Appendix B
| Pipeline | Accuracy | Run-time |
|---|---|---|
| B.1 cosine: description: bert | 10.7% | ∼ 20m |
| B.2 hausdorff: description: [labels.80.40.d] | 4.0% | ∼ 8m |
| B.3 cosine: description: word2vec[labels.160.40.d] | 19.4% | ∼ 6m |
| B.4 cosine: title: bert | 21.2% | ∼ 20m |
| B.5 hausdorff: title: [labels.80.40.d] | 7.1% | ∼ 5m |
| B.6 cosine: title [cswiki] | 34.9% | ∼ 4m |
| B.7 cosine: title: word2vec[labels.80.40.d] | 12.7% | ∼ 3m |
| B.8 jaccard: title | 32.4% | ∼ 2m |
| B.9 cosine: wikidata: word2vec[concepts.80.40.d] | 14.3% | ∼ 3h |
| B.10 cosine: wikidata: word2vec[concepts.40.10.d] | 3.0% | ∼ 7h |
| Pipeline | Accuracy | Run-time |
|---|---|---|
| B.1 cosine: description: bert | 10.7% | ∼ 20 |
| B.2 hausdorff: description: [labels.80.40.d] | 4.0% | ∼ 8 |
| B.3 cosine: description: word2vec[labels.160.40.d] | 19.4% | ∼ 6 |
| B.4 cosine: title: bert | 21.2% | ∼ 20 |
| B.5 hausdorff: title: [labels.80.40.d] | 7.1% | ∼ 5 |
| B.6 cosine: title [cswiki] | 34.9% | ∼ 4 |
| B.7 cosine: title: word2vec[labels.80.40.d] | 12.7% | ∼ 3 |
| B.8 jaccard: title | 32.4% | ∼ 2 |
| B.9 cosine: wikidata: word2vec[concepts.80.40.d] | 14.3% | ∼ 3 |
| B.10 cosine: wikidata: word2vec[concepts.40.10.d] | 3.0% | ∼ 7 |
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