Unveiling and Addressing Bias in Natural Language Processing

Understanding and mitigating bias in word embeddings and their implications on AI fairness

The rapid growth of artificial intelligence (AI) and natural language processing (NLP) in recent years has transformed various industries, from healthcare to finance. As AI systems continue to weave themselves into the fabric of our daily lives, ensuring that these systems are fair, transparent, and unbiased becomes increasingly important. Bias in AI and NLP can emerge in different ways — from the data collection …

ai ethics ai-fairness ai systems and natural language processing artificial artificial intelligence bias data science embeddings fabric finance gender bias growth healthcare industries intelligence language language processing natural natural language natural language processing nlp processing systems understanding word word embeddings