Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Understanding Undesirable Word Embedding Associations

4 references·16 citing·37 second hop

FromToDepth

this work references cited by second hop

References

2017Semantics derived automatically from language corpora contain human-like biases2,845 cited
2016Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings1,615 cited
2019Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them242 cited
2019Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them144 cited

Cited by

2021RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models107 cited
2019Examining Gender Bias in Languages with Grammatical Gender77 cited
2024What’s in a Name? Experimental Evidence of Gender Bias in Recommendation Letters Generated by ChatGPT55 cited
2021Bad Seeds: Evaluating Lexical Methods for Bias Measurement50 cited
2022Unmasking the Mask – Evaluating Social Biases in Masked Language Models48 cited
2021Towards a Comprehensive Understanding and Accurate Evaluation of Societal Biases in Pre-Trained Transformers44 cited
2020Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation44 cited
2023Fairness in Language Models Beyond English: Gaps and Challenges37 cited
2020Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word Embeddings35 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

2020

WEFE: The Word Embeddings Fairness Evaluation Framework

33 cited

2021Dictionary-based Debiasing of Pre-trained Word Embeddings30 cited

2020When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People?26 cited

2023Large scale analysis of gender bias and sexism in song lyrics26 cited

2020Extensive study on the underlying gender bias in contextualized word embeddings25 cited

2022MABEL: Attenuating Gender Bias using Textual Entailment Data20 cited

2019Examining Gender Bias in Languages with Grammatical Gender20 cited