Papers with Sentence splitting
Simple and Effective Text Simplification Using Semantic and Neural Methods (P18-1)
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| Challenge: | Sentence splitting is a major simplification operation. |
| Approach: | They propose a simple and efficient splitting algorithm based on an automatic semantic parser. |
| Outcome: | The proposed method compares favorably to the state-of-the-art in combined lexical and structural simplification. |
Discourse-Based Sentence Splitting (2021.findings-emnlp)
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| Challenge: | Sentence splitting is a key component of sentence simplification and has been shown to help human comprehension. |
| Approach: | They propose to use a discourse connective to generate a sentence that is shorter than the input text. |
| Outcome: | The proposed models outperform end-to-end models in learning the various ways of expressing a discourse relation but generate text that is less grammatical. |