Papers by John Henderson
Perceptual Models of Machine-Edited Text (2021.findings-acl)
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| Challenge: | a dataset of human judgments of machine-edited text is presented . we compare six different methods to create generic models of human perception . |
| Approach: | They propose to use six machine-editing methods to model human perceptions of edited text . they use a dataset of human judgments of machine-edited text and scientific abstracts . |
| Outcome: | The proposed model is based on human judgments of machine-edited text and scientific abstracts . human judgment of edited text is predicted to be within 6% of human consensus labeling . |