Hurley, Donny and Abgaz, Yalemisew and Hager, Ali and O'Donoghue, Diarmuid
(2016)
Expert and Corpus-Based Evaluation of a 3-Space Model of Conceptual Blending.
In: EGPAI 2016: Evaluating General Purpose AI workshop, 30 August 2016, The Hague, Netherlands.
Abstract
This paper presents the 3-space model of conceptual
blending that estimates the figurative similarity between Input
spaces 1 and 2 using both their analogical similarity and the interconnecting
Generic Space. We describe how our Dr Inventor model
is being evaluated as a model of lexically based figurative similarity.
We describe distinct but related evaluation tasks focused on 1)
identifying novel and quality analogies between computer graphics
publications 2) evaluation of machine generated translations of text
documents 3) evaluation of documents in a plagiarism corpus. Our
results show that Dr Inventor is capable of generating novel
comparisons between publications but also appears to be a useful
tool for evaluating machine translation systems and for detecting and
assessing the level of plagiarism between documents. We also
outline another more recent evaluation, using a corpus of patent
applications.
Item Type: |
Conference or Workshop Item
(Paper)
|
Keywords: |
Expert and Corpus-Based Evaluation; 3-Space Model; Conceptual Blending; Dr Inventor; |
Academic Unit: |
Faculty of Science and Engineering > Computer Science |
Item ID: |
10345 |
Depositing User: |
Dr. Diarmuid O'Donoghue
|
Date Deposited: |
20 Dec 2018 17:39 |
Refereed: |
Yes |
Funders: |
European Union Seventh Framework Programme ([FP7/2007- 2013]) |
URI: |
|
Use Licence: |
This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available
here |
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