Vougiouklis, Pavlos, Maddalena, Eddy, Hare, Jonathon and Simperl, Elena (2020) Point at the triple: Generation of text summaries from knowledge base triples (Extended Abstract). In Proceedings of IJCAI-PRICAI 2020 Journal Track. International Joint Conferences on Artificial Intelligence.. (In Press)
Abstract
We investigate the problem of generating natural language summaries from knowledge base triples. Our approach is based on a pointer-generator net- work, which, in addition to generating regular words from a fixed target vocabulary, is able to ver- balise triples in several ways. We undertake an au- tomatic and a human evaluation on single and open- domain summaries generation tasks. Both show that our approach significantly outperforms other data-driven baselines.
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- Current Faculties > Faculty of Engineering and Physical Sciences > School of Electronics and Computer Science > Vision, Learning and Control
School of Electronics and Computer Science > Vision, Learning and Control - Faculties (pre 2018 reorg) > Faculty of Engineering and the Environment (pre 2018 reorg) > Southampton Marine & Maritime Institute (pre 2018 reorg)
- Current Faculties > Faculty of Engineering and Physical Sciences > School of Electronics and Computer Science
School of Electronics and Computer Science
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