Vougiouklis, P
QRcode
자료유형 | E-BOOK |
---|---|
서명/저자사항 | Neural Generation of Textual Summaries from Knowledge Base Triples. |
개인저자 | Vougiouklis, P. |
발행사항 | [Place of publication not identified]: IOS Press: IOS Press, 2020. |
형태사항 | 1 online resource. |
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 |
바로가기 | URL |
서평 (0 건)
*주제와 무관한 내용의 서평은 삭제될 수 있습니다.
서평추가