Papers by Victor Ruiz
Unsupervised Subtitle Segmentation with Masked Language Models (2023.acl-short)
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| Challenge: | Existing methods to improve subtitle segmentation are based on character counting and linguistically correct segmentation. |
| Approach: | They propose a method where subtitle breaks are predicted according to likelihood of punctuation . their approach is highly portable across languages and domains . |
| Outcome: | The proposed method obtained competitive results in terms of segmentation accuracy across metrics while also fully preserving the original text and complying with length constraints. |