Previously on the Stories: Recap Snippet Identification for Story Reading
Fuente:
arXiv
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| Autores principales: | , , , , , , , |
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| Formato: | Preprint |
| Publicado: |
2024
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| Materias: | |
| Acceso en línea: | |
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| _version_ | 1866911775181504512 |
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| author | Li, Jiangnan Wang, Qiujing Xu, Liyan Pang, Wenjie Yu, Mo Lin, Zheng Wang, Weiping Zhou, Jie |
| author_facet | Li, Jiangnan Wang, Qiujing Xu, Liyan Pang, Wenjie Yu, Mo Lin, Zheng Wang, Weiping Zhou, Jie |
| contents | Similar to the "previously-on" scenes in TV shows, recaps can help book reading by recalling the readers' memory about the important elements in previous texts to better understand the ongoing plot. Despite its usefulness, this application has not been well studied in the NLP community. We propose the first benchmark on this useful task called Recap Snippet Identification with a hand-crafted evaluation dataset. Our experiments show that the proposed task is challenging to PLMs, LLMs, and proposed methods as the task requires a deep understanding of the plot correlation between snippets. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2402_07271 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Previously on the Stories: Recap Snippet Identification for Story Reading Li, Jiangnan Wang, Qiujing Xu, Liyan Pang, Wenjie Yu, Mo Lin, Zheng Wang, Weiping Zhou, Jie Computation and Language Similar to the "previously-on" scenes in TV shows, recaps can help book reading by recalling the readers' memory about the important elements in previous texts to better understand the ongoing plot. Despite its usefulness, this application has not been well studied in the NLP community. We propose the first benchmark on this useful task called Recap Snippet Identification with a hand-crafted evaluation dataset. Our experiments show that the proposed task is challenging to PLMs, LLMs, and proposed methods as the task requires a deep understanding of the plot correlation between snippets. |
| title | Previously on the Stories: Recap Snippet Identification for Story Reading |
| topic | Computation and Language |
| url | https://arxiv.org/abs/2402.07271 |