Document attacking translation models with morpheus/seq2sick - #840
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Add a verified, working example for MorpheusTan2020 attacking a seq2seq translation model (BLEU vs. a reference translation), and cross-reference the equivalent seq2sick variant (compares against the model's own unperturbed output instead). Answers the open question in #725 about attacking BART on an en-de translation task, now that HuggingFaceModelWrapper's .generate() path (#771) makes it possible. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
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Summary
MorpheusTan2020example for attacking a seq2seq translation model (BLEU vs. a reference translation)Seq2SickCheng2018BlackBoxvariant (compares against the model's own unperturbed output instead of a reference)HuggingFaceModelWrapper's.generate()path (Issues attacking se2seq model (seq2sick)聽#771) makes it possibleTest plan
MorpheusTan2020example end-to-end againstt5-small(translation + attack succeeded).generate()code path against a BART-family checkpoint separatelymake docsrebuild introduces no new Sphinx warnings (same 4 pre-existing, unrelated ones)Closes/relates to #725
Co-Authored-By: Claude Sonnet 5 noreply@anthropic.com