Papers by Julius Steuer
Who Did You Blame When Your Project Failed? Designing a Corpus for Presupposition Generation in Cross-Examination Dialogues (2024.lrec-main)
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| Challenge: | Existing models for presupposition generation fail to generate complete lists of presuffpositions. |
| Approach: | They propose to fine-tune existing BERT and T5 models for a task where a model produces a list of presuppositions carried by the given input sentence. |
| Outcome: | The proposed models outperform BERT and T5 models on the novel task of presupposition as natural language inference (PNLI) despite limited data, they achieved an emerging proficiency in generation of presumptions reaching ROUGE scores of 43.47, adhering to systematic patterns that mirror valid strategies for pres upposition generation, although failed to generate the complete lists. |