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pro vyhledávání: '"Cross-lingual summarization"'
Autor:
Li, Zhecheng, Wang, Yiwei, Hooi, Bryan, Cai, Yujun, Cheung, Naifan, Peng, Nanyun, Chang, Kai-wei
Cross-lingual summarization (CLS) aims to generate a summary for the source text in a different target language. Currently, instruction-tuned large language models (LLMs) excel at various English tasks. However, unlike languages such as English, Chin
Externí odkaz:
http://arxiv.org/abs/2410.20021
Cross-lingual summarization aims to bridge language barriers by summarizing documents in different languages. However, ensuring semantic coherence across languages is an overlooked challenge and can be critical in several contexts. To fill this gap,
Externí odkaz:
http://arxiv.org/abs/2410.00502
Autor:
Varab, Daniel, Hardmeier, Christian
Recent work has suggested that end-to-end system designs for cross-lingual summarization are competitive solutions that perform on par or even better than traditional pipelined designs. A closer look at the evidence reveals that this intuition is bas
Externí odkaz:
http://arxiv.org/abs/2409.00414
Cross-lingual summarization (CLS) is a sophisticated branch in Natural Language Processing that demands models to accurately translate and summarize articles from different source languages. Despite the improvement of the subsequent studies, This are
Externí odkaz:
http://arxiv.org/abs/2408.09273
Cross-lingual summarization (XLS) aims to generate a summary in a target language different from the source language document. While large language models (LLMs) have shown promising zero-shot XLS performance, their few-shot capabilities on this task
Externí odkaz:
http://arxiv.org/abs/2406.04630
Akademický článek
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Cross-lingual summarization (XLS) generates summaries in a language different from that of the input documents (e.g., English to Spanish), allowing speakers of the target language to gain a concise view of their content. In the present day, the predo
Externí odkaz:
http://arxiv.org/abs/2403.13240
Cross-lingual summarization involves the summarization of text written in one language to a different one. There is a body of research addressing cross-lingual summarization from English to other European languages. In this work, we aim to perform cr
Externí odkaz:
http://arxiv.org/abs/2312.14542
Akademický článek
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Autor:
Chen, Yulong, Zhang, Huajian, Zhou, Yijie, Bai, Xuefeng, Wang, Yueguan, Zhong, Ming, Yan, Jianhao, Li, Yafu, Li, Judy, Zhu, Michael, Zhang, Yue
Most existing cross-lingual summarization (CLS) work constructs CLS corpora by simply and directly translating pre-annotated summaries from one language to another, which can contain errors from both summarization and translation processes. To addres
Externí odkaz:
http://arxiv.org/abs/2307.04018