Papers by Andreea Iuga
RoLargeSum: A Large Dialect-Aware Romanian News Dataset for Summary, Headline, and Keyword Generation (2025.coling-main)
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Andrei-Marius Avram, Mircea Timpuriu, Andreea Iuga, Vlad-Cristian Matei, Iulian-Marius Taiatu, Tudor Găină, Dumitru-Clementin Cercel, Mihaela-Claudia Cercel, Florin Pop
| Challenge: | Using supervised automatic summarization requires sufficient corpora that include pairs of documents and their summaries. |
| Approach: | They propose a large-scale summarization dataset for the Romanian language that is crawled from publicly available news websites. |
| Outcome: | The proposed system performs well in abstractive summarization, which involves generating new sentences that capture the essence of the original text rather than extracting and rephrasing existing sentences. |