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Engineering Of Syntactic Features For Shallow Semantic Parsing
| Content Provider | Semantic Scholar |
|---|---|
| Author | Moschitti, Alessandro Coppola, Bonaventura Pighin, Daniele Basili, Roberto |
| Copyright Year | 2005 |
| Abstract | Recent natural language learning research has shown that structural kernels can be effectively used to induce accurate models of linguistic phenomena. In this paper, we show that the above properties hold on a novel task related to predicate argument classification. A tree kernel for selecting the subtrees which encodes argument structures is applied. Experiments with Support Vector Machines on large data sets (i.e. the PropBank collection) show that such kernel improves the recognition of argument boundaries. |
| Starting Page | 48 |
| Ending Page | 56 |
| Page Count | 9 |
| File Format | PDF HTM / HTML |
| DOI | 10.3115/1610230.1610239 |
| Alternate Webpage(s) | http://disi.unitn.it/moschitti/articles/ACL2005-ws-feat-eng.pdf |
| Alternate Webpage(s) | http://www.aclweb.org/anthology/W05-0407 |
| Alternate Webpage(s) | http://newdesign.aclweb.org/anthology-new/W/W05/W05-0407.pdf |
| Alternate Webpage(s) | http://www.aclweb.org/anthology/W/W05/W05-0407.pdf |
| Alternate Webpage(s) | http://aclweb.org/anthology//W/W05/W05-0407.pdf |
| Alternate Webpage(s) | http://acl.ldc.upenn.edu/W/W05/W05-0407.pdf |
| Alternate Webpage(s) | http://wing.comp.nus.edu.sg/~antho/W/W05/W05-0407.pdf |
| Alternate Webpage(s) | http://aclweb.org/anthology/W/W05/W05-0407.pdf |
| Alternate Webpage(s) | http://anthology.aclweb.org/W/W05/W05-0407.pdf |
| Alternate Webpage(s) | http://www.aclweb.org/anthology-new/W/W05/W05-0407.pdf |
| Alternate Webpage(s) | http://aclweb.org/anthology/W05-0407 |
| Alternate Webpage(s) | https://doi.org/10.3115/1610230.1610239 |
| Journal | ACL 2005 |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |
