diff --git a/english/simplification.md b/english/simplification.md index 26c607b7..189d0078 100644 --- a/english/simplification.md +++ b/english/simplification.md @@ -113,6 +113,7 @@ We present the models tested in this dataset **ranked by SARI score**. | Model | BLEU | SARI | Paper / Source | Code | | --------------- | :-----: | :-----: | -------------- | ---- | +| APIO (Chernodub et al., 2025) | | 49.47 | [APIO: Automatic Prompt Induction and Optimization for Grammatical Error Correction and Text Simplification](https://arxiv.org/pdf/2508.09378) | [Official](https://github.com/achernodub/apio) | | MUSS (Martin et al., 2020) | 72.98 | 44.15 | [Multilingual Unsupervised Sentence Simplification](https://arxiv.org/abs/2005.00352v1) | | | TST (Omelianchuk et al., 2021) | | 43.21 | [Text Simplification by Tagging](https://aclanthology.org/2021.bea-1.2.pdf) | | | Trans-SS (Lu et al., 2021) | 71.83 | 42.69 | [An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages](https://arxiv.org/abs/2109.00165) | [Official](https://github.com/luxinyu1/Trans-SS) |