Name
Abstract | ||
|---|---|---|
In this paper, we describe a named entity recognition using a modified Pegasos algorithm for structural SVMs. We show the modified Pegasos algorithm significantly outperformed CRFs and the training time for the modified Pegasos algorithm is reduced 17-26 times compared to CRFs. |
Year | DOI | Venue |
|---|---|---|
2011 | 10.1145/2063576.2063960 | CIKM |
Keywords | Field | DocType |
modified pegasos,structural svms,entity recognition,training time,modified pegasos algorithm | Pattern recognition,Computer science,Support vector machine,Algorithm,Speech recognition,Artificial intelligence,Named-entity recognition,CRFS | Conference |
Citations | PageRank | References |
6 | 0.46 | 8 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Changki Lee | 1 | 279 | 26.18 |
| Pum-Mo Ryu | 2 | 43 | 5.85 |
| Hyun-Ki Kim | 3 | 61 | 21.35 |