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22 March 2025 |
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Article overview
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Studying writer-suggestion interaction: A qualitative study to understand writer interaction with aligned/misaligned next-phrase suggestion | | Advait Bhat
; Saaket Agashe
; Niharika Mohile
; Parth Oberoi
; Ravi Jangir
; Anirudha Joshi
; | | Date: |
1 Aug 2022 | | Abstract: | We present an exploratory qualitative study to understand how writers
interact with next-phrase suggestions. While there has been some quantitative
research on the effects of suggestion systems on writing, there has been little
qualitative work to understand how writers interact with suggestion systems and
how it affects their writing process - specifically for a non-native but
English writer. We conducted a study where amateur writers were asked to write
two movie reviews each, one without suggestions and one with. We found writers
interact with next-phrase suggestions in various complex ways - writers are
able to abstract multiple parts of the suggestions and incorporate them within
their writing - even when they disagree with the suggestion as a whole. The
suggestion system also had various effects on the writing processes -
contributing to different aspects of the writing process in unique ways. We
propose a model of writer-suggestion interaction for writing with GPT-2 for a
movie review writing task, followed by ways in which the model can be used for
future research, along with outlining opportunities for research and design. | | Source: | arXiv, 2208.00636 | | Services: | Forum | Review | PDF | Favorites | |
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