Abstract Word embeddings have become important building blocks that are used profoundly in natural language processing (NLP). Despite their several advantages, word can unintentionally accommodate some gender- and ethnicity-based biases present within the corpora they trained on. Therefore, ethical concerns been raised since extensively high-level algorithms. Studying such debiasing them recent...

Abstract Multiple studies have shown that women’s likelihood of receiving research funding is lower than their male colleagues. Thus far, all on this gender gap in academia has focused post-PhD academics, making it difficult to discern whether the female disadvantages number publications, previous grants, maternity leave, and h-indexes are at root received funding, or due a more fundamental bia...

Borderline Personality Disorder (BPD) is a DSM-5 Cluster B mental health condition. One of the lesser understood conditions, BPD marked by multi-symptom profile such as high levels emotional dysregulation, distorted self-image, volatile and unstable relationships, instability, higher suicidality. Symptoms are often intense enduring, causing significant chaos stress in an individual’s life well ...

Mounting experimental evidence suggests that subtle gender biases favoring men contribute to the underrepresentation of women in science, technology, engineering, and mathematics (STEM), including many subfields of the life sciences. However, there are relatively few evaluations of diversity interventions designed to reduce gender biases within the STEM community. Because gender biases distort ...