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Language Models and Generalization
Language models demonstrate the ability to generalize from experiences and training, showing similar affordances to humans. Strong acceptance of this generalization and transfer has been observed, with models being able to behave well in other languages if fine-tuned with English data. Despite occasional mistakes in choosing the language to reply in, models generally respond appropriately by matching the language of the query.