Papers by Xinyao Ma
PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction (2020.emnlp-main)
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| Challenge: | Unconscious biases continue to be prevalent in modern text and media, calling for algorithms that can assist writers with bias correction. |
| Approach: | They propose a new revision task that debiases text through the lens of connotation frames to correct implicit biases in character portrayals. |
| Outcome: | The proposed approach outperforms existing methods and ablations in the literature. |