Advances in Artificial Intelligence: 27th Canadian by Marina Sokolova, Peter van Beek

By Marina Sokolova, Peter van Beek

This booklet constitutes the refereed lawsuits of the twenty seventh Canadian convention on man made Intelligence, Canadian AI 2014, held in Montréal, quality control, Canada, in might 2014. The 22 common papers and 18 brief papers awarded including three invited talks have been conscientiously reviewed and chosen from ninety four submissions. The papers conceal numerous subject matters inside of AI, corresponding to: agent platforms; AI purposes; computerized reasoning; bioinformatics and BioNLP; case-based reasoning; cognitive types; constraint delight; info mining; E-commerce; evolutionary computation; video games; details retrieval; wisdom illustration; desktop studying; multi-media processing; normal language processing; neural nets; making plans; privacy-preserving information mining; robotics; seek; clever pics; uncertainty; consumer modeling; internet applications.

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Extra resources for Advances in Artificial Intelligence: 27th Canadian Conference on Artificial Intelligence, Canadian AI 2014, Montréal, QC, Canada, May 6-9, 2014. Proceedings

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This hypothesis is based on the observation that rhetoric is persuasive discourse and so may be expected to highlight significant sentences in a text that should be preserved in a summary. Our experiment showed that rhetorical figures can provide additional information that in some cases allowed our summarizer to outperform the MEAD system. These results are promising and indicate that rhetoric, which provides additional linguistic information, may be a useful tool in natural language processing systems.

We denote JMEAD in the tables for JANTOR-MEAD and MEAD for the baseline summarizer. Table 1. 515 Table 1 shows the results of ROUGE metrics for both the baseline, which is the MEAD summarization system, and our rhetorically enhanced JANTORMEAD summarization system using all rhetorical figures includes antimetabole, 20 M. Alliheedi and C. Di Marco Table 2. 560 epanalepsis, isocolon, and polyptoton. Table 1 demonstrates that JANTORMEAD summarization system slightly outperforms the MEAD system in every ROUGE metric.

4 What Is Rhetorical Figuration? , using language for the purpose of persuading, motivating, or changing the behaviour and attitudes of an audience. Corbett defines rhetorical figuration as “an artful deviation” from normal usage [8]. Rhetorical figures can be categorized into several types: schemes, tropes, and colours. Schemes are defined as “deviations from the ordinary arrangement of words” [4] and are generally characteristic syntactic patterns, such as repetition of the same word in successive sentences.

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