Papers with LingConv
Linguistically-Controlled Paraphrase Generation (2025.findings-emnlp)
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| Challenge: | Controlled paraphrase generation produces paraphrases that preserve meaning while allowing precise control over linguistic attributes of output. |
| Approach: | They introduce an encoder-decoder framework that enables fine-grained control over 40 linguistic attributes in English. |
| Outcome: | The proposed framework reduces attribute error by up to 34% over existing models . |