Papers by Alex (Carmen) Morrison
Detecting Independent Pronoun Bias with Partially-Synthetic Data Generation (2020.emnlp-main)
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| Challenge: | linguistic differences between English pronouns that are not inherently biased can become biases in some machine learning models. |
| Approach: | They propose a method to detect bias by alternating pronouns in different contexts. |
| Outcome: | The proposed method can be used to detect bias in language models and for text generation more broadly. |