| Autor: |
V. Batanović, D. Bojić |
| Jazyk: |
angličtina |
| Rok vydání: |
2014 |
| Předmět: |
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| Zdroj: |
Telfor Journal, Vol 6, Iss 1, Pp 64-68 (2014) |
| Druh dokumentu: |
article |
| ISSN: |
1821-3251 |
| Popis: |
This paper outlines and categorizes ways of using syntactic information in a number of algorithms for determining the semantic similarity of short texts. We consider the use of word order information, part-of-speech tagging, parsing and semantic role labeling. We analyze and evaluate the effects of syntax usage on algorithm performance by utilizing the results of a paraphrase detection test on the Microsoft Research Paraphrase Corpus. We also propose a new classification of algorithms based on their applicability to languages with scarce natural language processing tools. |
| Databáze: |
Directory of Open Access Journals |
| Externí odkaz: |
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