Papers with multilingual keyphrase generation
Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training (2022.findings-naacl)
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| Challenge: | Existing studies on keyphrase generation on non-English languages haven’t been vastly investigated. |
| Approach: | They propose a retrieval-augmented method for multilingual keyphrase generation that leverages keyphrase annotations in English datasets to facilitate generating keyphrases in low-resource languages. |
| Outcome: | The proposed model outperforms baselines on non-English keyphrase generation datasets and the proposed model is scalable. |
EUROPA: A Legal Multilingual Keyphrase Generation Dataset (2024.acl-long)
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| Challenge: | Keyphrases are short phrases that describe a text and have been used for many applications. |
| Approach: | They present a dataset for multilingual keyphrase generation in the legal domain . it is derived from legal judgments from the Court of Justice of the European Union . they run multilingual models on the corpus and analyze the results . |
| Outcome: | The proposed dataset shows that it is better than existing models and can capture larger input context. |