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Found 3 papers, 3 papers with code
Towards Debiasing Sentence Representations
As natural language processing methods are increasingly deployed in real-world scenarios such as healthcare, legal systems, and social science, it becomes necessary to recognize the role they potentially play in shaping social biases and stereotypes.
Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings
Online texts -- across genres, registers, domains, and styles -- are riddled with human stereotypes, expressed in overt or subtle ways.
Strong and Simple Baselines for Multimodal Utterance Embeddings
Human language is a rich multimodal signal consisting of spoken words, facial expressions, body gestures, and vocal intonations.
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