Papers by Nihed Bendahman
Not all Hallucinations are Good to Throw Away When it Comes to Legal Abstractive Summarization (2025.naacl-long)
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| Challenge: | Existing models for summarization of legal documents rely on external knowledge to generate abstracts. |
| Approach: | They propose an entity-driven approach that learns the model to generate factual hallucinations . they evaluate legal documents in English and French to evaluate their results . |
| Outcome: | The proposed approach reduces non-factual hallucinations and maximizes summary coverage and factual hallucines at entity-level. |