Matches in SemOpenAlex for { <https://semopenalex.org/work/W2945165791> ?p ?o ?g. }
- W2945165791 abstract "We present a PaperRobot who performs as an automatic research assistant by (1) conducting deep understanding of a large collection of human-written papers in a target domain and constructing comprehensive background knowledge graphs (KGs); (2) creating new ideas by predicting links from the background KGs, by combining graph attention and contextual text attention; (3) incrementally writing some key elements of a new paper based on memory-attention networks: from the input title along with predicted related entities to generate a paper abstract, from the abstract to generate conclusion and future work, and finally from future work to generate a title for a follow-on paper. Turing Tests, where a biomedical domain expert is asked to compare a system output and a human-authored string, show PaperRobot generated abstracts, conclusion and future work sections, and new titles are chosen over human-written ones up to 30%, 24% and 12% of the time, respectively." @default.
- W2945165791 created "2019-05-29" @default.
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- W2945165791 date "2019-01-01" @default.
- W2945165791 modified "2023-09-26" @default.
- W2945165791 title "PaperRobot: Incremental Draft Generation of Scientific Ideas" @default.
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- W2945165791 doi "https://doi.org/10.18653/v1/p19-1191" @default.
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