Matches in SemOpenAlex for { <https://semopenalex.org/work/W3201529232> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W3201529232 abstract "There is currently an information overload happening in the world of digital media, with millions of articles being published in a single day. This has raised concerns regarding how someone can not only document and catalogue these articles for preservation purposes, but as well as produce a summary for others who might want a quick understanding of its contents, as producing a summary for every article takes a long time. As such, in order to tackle this issue, automation is intended to streamline the entire process. The purpose of this study is to examine the effectiveness of a model when it uses an attention model, versus one without. To clarify, the model will initially not feature any attention model of any sort, be it Bahdanau or Luong. We intend to qualitatively evaluate as to whether or not the attention model alone is capable of producing better results. These results would be obtained using F1-Score, Precision and Recall evaluation methods. The research will first evaluate the original version of a model, that does not feature any attention mechanism, and obtaining the F1-Score, Precision, and Recall, then tabulating those results. Following that, the attention model will be incorporated into the model, and the new modified model will be tested again, and the results will be tabulated. For the purposes of this study, three datasets will be used, namely the Gigaword dataset, as well as two datasets generated for the purposes of this study, namely a dataset featuring Coronavirus News, and a dataset featuring Oil and Gas News." @default.
- W3201529232 created "2021-09-27" @default.
- W3201529232 creator A5043659009 @default.
- W3201529232 date "2020-05-01" @default.
- W3201529232 modified "2023-09-27" @default.
- W3201529232 title "Keyphrase Generation with Recurrent Neural Network and Attention Model" @default.
- W3201529232 hasPublicationYear "2020" @default.
- W3201529232 type Work @default.
- W3201529232 sameAs 3201529232 @default.
- W3201529232 citedByCount "0" @default.
- W3201529232 crossrefType "journal-article" @default.
- W3201529232 hasAuthorship W3201529232A5043659009 @default.
- W3201529232 hasConcept C100660578 @default.
- W3201529232 hasConcept C111919701 @default.
- W3201529232 hasConcept C119857082 @default.
- W3201529232 hasConcept C138885662 @default.
- W3201529232 hasConcept C148524875 @default.
- W3201529232 hasConcept C154945302 @default.
- W3201529232 hasConcept C15744967 @default.
- W3201529232 hasConcept C180747234 @default.
- W3201529232 hasConcept C23123220 @default.
- W3201529232 hasConcept C2522767166 @default.
- W3201529232 hasConcept C2776401178 @default.
- W3201529232 hasConcept C41008148 @default.
- W3201529232 hasConcept C41895202 @default.
- W3201529232 hasConcept C50644808 @default.
- W3201529232 hasConcept C88548561 @default.
- W3201529232 hasConcept C98045186 @default.
- W3201529232 hasConceptScore W3201529232C100660578 @default.
- W3201529232 hasConceptScore W3201529232C111919701 @default.
- W3201529232 hasConceptScore W3201529232C119857082 @default.
- W3201529232 hasConceptScore W3201529232C138885662 @default.
- W3201529232 hasConceptScore W3201529232C148524875 @default.
- W3201529232 hasConceptScore W3201529232C154945302 @default.
- W3201529232 hasConceptScore W3201529232C15744967 @default.
- W3201529232 hasConceptScore W3201529232C180747234 @default.
- W3201529232 hasConceptScore W3201529232C23123220 @default.
- W3201529232 hasConceptScore W3201529232C2522767166 @default.
- W3201529232 hasConceptScore W3201529232C2776401178 @default.
- W3201529232 hasConceptScore W3201529232C41008148 @default.
- W3201529232 hasConceptScore W3201529232C41895202 @default.
- W3201529232 hasConceptScore W3201529232C50644808 @default.
- W3201529232 hasConceptScore W3201529232C88548561 @default.
- W3201529232 hasConceptScore W3201529232C98045186 @default.
- W3201529232 hasLocation W32015292321 @default.
- W3201529232 hasOpenAccess W3201529232 @default.
- W3201529232 hasPrimaryLocation W32015292321 @default.
- W3201529232 hasRelatedWork W1497956894 @default.
- W3201529232 hasRelatedWork W1955586321 @default.
- W3201529232 hasRelatedWork W2037049384 @default.
- W3201529232 hasRelatedWork W2085627679 @default.
- W3201529232 hasRelatedWork W2281393958 @default.
- W3201529232 hasRelatedWork W2512153119 @default.
- W3201529232 hasRelatedWork W2579586859 @default.
- W3201529232 hasRelatedWork W2787709230 @default.
- W3201529232 hasRelatedWork W2889179220 @default.
- W3201529232 hasRelatedWork W2902669318 @default.
- W3201529232 hasRelatedWork W3005624273 @default.
- W3201529232 hasRelatedWork W3034824379 @default.
- W3201529232 hasRelatedWork W3037675529 @default.
- W3201529232 hasRelatedWork W3048139639 @default.
- W3201529232 hasRelatedWork W3094129119 @default.
- W3201529232 hasRelatedWork W3101537258 @default.
- W3201529232 hasRelatedWork W3125501814 @default.
- W3201529232 hasRelatedWork W3160056351 @default.
- W3201529232 hasRelatedWork W3186855863 @default.
- W3201529232 hasRelatedWork W53478668 @default.
- W3201529232 isParatext "false" @default.
- W3201529232 isRetracted "false" @default.
- W3201529232 magId "3201529232" @default.
- W3201529232 workType "article" @default.