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Author

William Kalikman

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Aug 2026

Augmenting Text to Increase Translation Difficulty

This work proposes augmenting existing benchmarks to increase translation difficulty by combining adversarial optimization with a differentiable translation difficulty estimator, and uses gradients from a combined difficulty and fluency objective to iteratively replace tokens in Adversarial Translation Optimization (AT...

William Kalikman, Šimon Sukup, Michal Tesnar et al. · 2 citations

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