Papers with edit extraction task
arXivEdits: Understanding the Human Revision Process in Scientific Writing (2022.emnlp-main)
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| Challenge: | a new computational framework is developed to study text revision in scientific writing . authors propose a method to extract revision at document-, sentence-, and word-levels . |
| Approach: | They propose a computational framework for studying text revision in scientific writing . arXivEdits is an annotated corpus of 751 full papers from arX . authors propose to use sentence alignment, fine-grained edits and intents to extract revision . |
| Outcome: | The proposed framework can be used to study revision in scientific writing. |