Identifying Latent Textual Bias: Making a case for traditional NLP tasks in the era of AI

Pairing topic modeling with sentiment analysis and targeted close reading of documents uncovered the stories of lesser-known actors in the history of Ottoman Algeria, as well as biases inherent in the writing of their histories.

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