Papers by Irene Mengze Li

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Challenge:	Recent work has shown word-level embeddings reflect and propagate social biases present in training corpora.
Approach:	They propose a method to debias word embeddings to reduce biases at sentence level . they hope their work will inspire future research on characterizing and removing biase .
Outcome:	The proposed method reduces biases and preserves performance on downstream tasks such as sentiment analysis and natural language understanding.