Nulty, Paul and Costello, Fintan J. (2010) UCD-PN: selecting general paraphrases using conditional probability. In: Proceeding SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation, 2010-07-15 - 2010-07-16, Uppsala, Sweden.
Full text not available from this repository.Abstract
We describe a system which ranks human-provided paraphrases of noun compounds, where the frequency with which a given paraphrase was provided by human volunteers is the gold standard for ranking. Our system assigns a score to a paraphrase of a given compound according to the number of times it has co-occurred with other paraphrases in the rest of the dataset. We use these co-occurrence statistics to compute conditional probabilities to estimate a sub-typing or Is-A relation between paraphrases. This method clusters together paraphrases which have similar meanings and also favours frequent, general paraphrases rather than infrequent paraphrases with more specific meanings.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Official URL: | http://www.aclweb.org/policies |
| Additional Information: | © 2010 Association for Computational Linguistics |
| Divisions: | Methodology |
| Subjects: | C Auxiliary Sciences of History > C Auxiliary sciences of history (General) C Auxiliary Sciences of History > CC Archaeology |
| JEL classification: | C - Mathematical and Quantitative Methods > C6 - Mathematical Methods and Programming > C63 - Computational Techniques |
| Date Deposited: | 08 Jul 2014 16:09 |
| Last Modified: | 20 Mar 2024 02:21 |
| Projects: | ANALOGY: Humans the Analogy-Making Species: STREP Contr. No 029088 |
| Funders: | FP6 NEST Programme of the European Commission |
| URI: | http://eprints.lse.ac.uk/id/eprint/57583 |
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