Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Publication date | 1/01/2004 |
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Host publication | ECAI 2004 - 16th European Conference on Artificial Intelligence, including Prestigious Applications of Intelligent Systems, PAIS 2004 - Proceedings |
Publisher | IOS Press |
Pages | 1053-1054 |
Number of pages | 2 |
ISBN (electronic) | 9781586034528 |
<mark>Original language</mark> | English |
Event | 16th European Conference on Artificial Intelligence, ECAI 2004 - Valencia, Spain Duration: 22/08/2004 → 27/08/2004 |
Conference | 16th European Conference on Artificial Intelligence, ECAI 2004 |
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Country/Territory | Spain |
City | Valencia |
Period | 22/08/04 → 27/08/04 |
Name | Frontiers in Artificial Intelligence and Applications |
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Volume | 110 |
ISSN (Print) | 0922-6389 |
Conference | 16th European Conference on Artificial Intelligence, ECAI 2004 |
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Country/Territory | Spain |
City | Valencia |
Period | 22/08/04 → 27/08/04 |
The understanding of novel compounds is a special case in which we can explore the deep generativity of natural language understanding. We report a model, PUNC, which captures the comprehension of novel noun-noun compounds. The model constructs multiple interpretations for a given compound, ranking these by their overall acceptability, using the key constraints of diagnosticity, plausibility and informativeness. We present a sensitivity analysis of the model's key variables, demonstrating a graceful degradation in performance as the weightings to these variables are altered, thus vindicating the model's underlying theoretical principles.