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Neural Generation of Textual Summaries from Knowledge Base Triples. [electronic resource]
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| 자료유형 | E-Book |
|---|---|
| 개인저자 | Vougiouklis, P. |
| 서명/저자사항 | Neural Generation of Textual Summaries from Knowledge Base Triples.[electronic resource] |
| 발행사항 | [Place of publication not identified] : IOS Press : IOS Press, 2020. |
| 형태사항 | 1 online resource. |
| 소장본 주기 | Master record variable field(s) change: 050, 082, 650 |
| ISBN | 9781643680675 1643680676 |
| 내용주기 | 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 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 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 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 |
| 일반주제명 | Semantic Web. Web site development. Knowledge management. |
| 언어 | 영어 |
| 대출바로가기 | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2512585 |
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| No. | 등록번호 | 청구기호 | 소장처 | 도서상태 | 반납예정일 | 예약 | 서비스 | 매체정보 |
|---|---|---|---|---|---|---|---|---|
| 1 | WE00020334 | 025.04 | 가야대학교/전자책서버(컴퓨터서버)/ | 대출가능 |
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