Recipes for Safety in Open-domain Chatbots

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Other Links: arxiv.org

Abstract:

Models trained on large unlabeled corpora of human interactions will learn patterns and mimic behaviors therein, which include offensive or otherwise toxic behavior and unwanted biases. We investigate a variety of methods to mitigate these issues in the context of open-domain generative dialogue models. We introduce a new human-and-mode...More

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