Gender-bias
Examining Gender Bias in Languages with Grammatical Gender
... quantify bias in English Embedding definitions for gender bias in English word ...quantifying bias in English em- bedding, McCurdy and Serbeti (2017) examine grammatical gender ...
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Is There a Gender Bias in Crime Against Firms for Developing Economies?
... this gender-crime relationship – whether they strengthen or weaken it – and thus illuminating possible macro ...this gender bias with regards to female ownership and ...
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Analyzing Gender Bias in Student Evaluations
... The rise of online instruction has provided a useful mechanism for identifying gender bias under more controlled conditions. MacNell et al. (2015) recently investigated the presence of gender ...
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Proposed Taxonomy for Gender Bias in Text; A Filtering Methodology for the Gender Generalization Subtype
... promote bias-free and non-sexist writing to empower the fairness ...on gender bias in text at the dataset level has been ...(ML), gender biases are translated from sourced data to existing ...
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Mitigating Gender Bias in Natural Language Processing: Literature Review
... mitigating gender bias in ...of gender stereo- type study in law, psychology, media study, and many other disciplines which we do not ...algorithmic bias have also been discussed extensively ...
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Evaluating the Underlying Gender Bias in Contextualized Word Embeddings
... While gender bias has been studied, detected and partially addressed for standard word embed- dings techniques (Bolukbasi et ...of gender biases in contextualized word embeddings by means of the ...
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Debiasing Embeddings for Reduced Gender Bias in Text Classification
... some gender bias at the embedding layer through analogy and occupational stereotyp- ing tasks, but do not investigate how these biases affect modeling on downstream ...the bias in embed- dings and ...
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Triadic Gender Effect on the Susceptibility to Gender Bias and Ageism; and Its Subsequent Effect on Product Preference in C2C Encounter
... of gender discrimination and ageism. The TGE process responsible for gender difference, begins at the early childhood and is created, maintained and nourished through social learning from their close and ...
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Reducing Gender Bias in Word Level Language Models with a Gender Equalizing Loss Function
... measure gender bias in texts and showed that the standard datasets used for language model training exhibit strong gender ...amplify bias measured on the model-generated ...embedding ...
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‘Thanks For All The Support’ An Evaluation Of Gender Bias In PhD Supervision
... Unconscious gender bias can also impact on how male and female academics are evaluated by their students (Poppenhaeger, ...that gender bias contributes to students’ assessment of teaching ...
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Proceedings of the First Workshop on Gender Bias in Natural Language Processing
... on Gender Bias in Natural Language Processing held in conjunction with the 57th Annual Meeting of the Association for Computational Linguistics in ...of gender bias in NLP ...
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State wise pattern of gender bias in child health in India
... in gender bias in child health, the analysis is calibrated ...i.e., gender bias against girls has consistently reduced relative to the other ...where gender bias against girl ...
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Measuring Gender Bias in Word Embeddings across Domains and Discovering New Gender Bias Word Categories
... specific gender bias categories in word embeddings across diverse ...WEAT bias detection method to four sets of word embeddings trained on corpora from four different domains: news, social network- ...
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Evaluating Gender Bias in Machine Translation
... of gender bias in machine translation ...non-stereotypical gender roles ...automatic gender bias evaluation method for eight tar- get languages with grammatical gender, based on ...
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On Measuring Gender Bias in Translation of Gender neutral Pronouns
... social bias has recently thrown striking issues in natural language pro- ...for gender-related topics, the need for a system that reduces the model bias has grown in areas such as image caption- ing, ...
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Gender Bias in Contextualized Word Embeddings
... gate gender bias exhibited in ELMo’s contex- tualized word ...encode gender in- formation and (3) ELMo unequally encodes gender information about male and female en- ...its bias and ...
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Gender Bias in Educational Attainment in India : The Role of Dowry Payments
... the gender preferences of the father and mother play an impor- tant role on the human capital investment of ...the gender bias in ed- ucational ...
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Gender Bias in Managerial Positions in the Private Sector in Kosovo
... traditional gender assigned positions, where positions are separated between men and women (Labor Market Discrimination, ...traditional gender occupations are shaped further more in the Bachelor level of ...
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Gender Bias in Coreference Resolution
... der bias, we view the schemas as having high pos- itive predictive value and low negative predictive value; that is, they may demonstrate the presence of gender bias in a system, but not prove its ...
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In Search of Gender Bias in Household Resource Allocation in Rural China
... We also find suggestions of discrimination against very young daughters (aged 0 to 6 years) in favour of sons. The evidence is of three kinds. First, young daughters lead to less of a reduction in the share of spending ...
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