Papers by Gonçalo Correia
Multi-Target Cross-Lingual Summarization: a novel task and a language-neutral approach (2024.findings-emnlp)
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| Challenge: | Existing methods to summarize documents in multiple languages are not systematically evaluated to ensure semantic coherence across target languages. |
| Approach: | They propose a principled re-ranking approach to ensure semantic coherence in documents in multiple target languages while ensuring semantic similarity across target languages. |
| Outcome: | The proposed model combines the difficulties of monolingual summarization with those of machine translation, such as translation of idiomatic expressions and cultural references. |