Papers with critical error detection
Towards Precise Localization of Critical Errors in Machine Translation (2024.findings-acl)
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| Challenge: | Existing critical error detection focuses on identifying sentence-level errors, leaving the precise localization of such errors unaddressed. |
| Approach: | They propose a task to detect critical errors at a fine-grained level in machine translation sentences. |
| Outcome: | The proposed method outperforms existing methods and LLMs in English to Korean translations. |