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019 ▼a 1162843226
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020 ▼a 1643680676 ▼q (electronic bk.)
020 ▼z 9781643680668
035 ▼a 2512585 ▼b (N$T)
035 ▼a (OCoLC)1161988401 ▼z (OCoLC)1162843226
040 ▼a N$T ▼b eng ▼e rda ▼e pn ▼c N$T ▼d EBLCP ▼d YDX ▼d TEF ▼d 248032
049 ▼a MAIN
050 4 ▼a TK5105.88815
08204 ▼a 025.04 ▼2 23
1001 ▼a Vougiouklis, P.
24510 ▼a Neural Generation of Textual Summaries from Knowledge Base Triples. ▼h [electronic resource]
260 ▼a [Place of publication not identified] : ▼b IOS Press : ▼b IOS Press, ▼c 2020.
300 ▼a 1 online resource.
336 ▼a text ▼b txt ▼2 rdacontent
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5050 ▼a Intro -- Title Page -- Acknowledgements -- Abstract -- Notation -- Contents -- Introduction -- Aims and Objectives -- Contributions -- Thesis Structure -- Background -- Natural Language Generation -- Neural Networks in Natural Language Processing -- Language Modelling with Neural Networks -- Neural Networks as Generative Models -- Encoder-Decoder Framework -- Summary -- Evaluation Methodology -- Evaluation Methods -- Automatic Evaluation -- Human Evaluation -- Evaluating Multilingual Summaries from the Perspective of Wikipedia Readers and Editors -- Baselines -- Random
5058 ▼a Kneser-Ney (KN) Language Model -- Information Retrieval (IR) -- Machine Translation (MT) -- Summary -- Building Corpora of Natural Language Texts Aligned with Knowledge Base Triples -- Automatically Aligning Texts and Triples -- Wikipedia Summaries -- Knowledge Base Triples -- Aligned Corpora -- Biographies -- The D3 Corpus -- Building Multilingual Corpora -- Discussion -- Summary -- Neural Wikipedian: Generating Biographies from Knowledge Base Triples -- The Model -- Triple Encoder -- Decoder -- Property-Type Placeholders -- Model Training -- Generating Summaries -- Dataset Preparation
5058 ▼a Modelling the Textual Summaries -- Modelling the Input Triples -- Experiments -- Training Details -- Automatic Evaluation -- Human Evaluation -- Discussion -- Conclusion -- Learning to Generate Wikipedia Summaries for Underserved Languages -- Model -- Property Placeholders -- Dataset Preparation -- Experiments -- Training Details -- Automatic Evaluation -- Community Study -- Recruitment -- Readers' Evaluation -- Editors' Evaluation -- Conclusion -- Point at the Triple: Improving Neural Wikipedian with a Pointer Mechanism -- The Model -- Decoder -- Triple Encoder
5058 ▼a Dynamically Expanding the Vocabulary -- Summarising By Pointing and Generating -- Dataset Preparation -- Experiments -- Training Details -- Automatic Evaluation -- Human Evaluation -- Summary and Discussion -- Conclusion and Future Work -- Summary and Conclusions -- Current Limitations and Future Work -- Generation of Multi-Sentence Summaries -- The Main Entity of Interest -- Using the S3 Corpus -- Bibliography
5880 ▼a Vendor-supplied metadata.
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650 0 ▼a Semantic Web.
650 0 ▼a Web site development.
650 0 ▼a Knowledge management.
655 0 ▼a Electronic books.
655 4 ▼a Electronic books.
85640 ▼3 EBSCOhost ▼u https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2512585
938 ▼a ProQuest Ebook Central ▼b EBLB ▼n EBL6240691
938 ▼a EBSCOhost ▼b EBSC ▼n 2512585
938 ▼a YBP Library Services ▼b YANK ▼n 301357899
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