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Successful pun translation hinges on discovering new sound-meaning collisions rather than merely translating words, revealing a critical bottleneck in the retrieval process.
Multi-agent frameworks can significantly enhance the translation of puns, outperforming traditional discriminator-guided methods in preserving humor and creativity.