Papers by Anton Melser
Automatic Nominalization of Clauses through Textual Entailment (2022.coling-1)
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| Challenge: | Past research on clause nominalization has focused on replacement of the head verb with a deverbal noun and resource development to support the task. |
| Approach: | They propose to use a textual entailment model to optimize the position and POS of nominal arguments by fine-tuning a model on the task. |
| Outcome: | The proposed model outperforms unsupervised approaches on the nominalization task and outperformed a state-of-the-art neural language model. |