Papers with automated modification process
Automated Evaluation of Out-of-Context Errors (L18-1)
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| Challenge: | Existing methods to modify text understanding systems use only one sentence at a time . however, considering a larger context can improve performance for text understanding tasks. |
| Approach: | They propose to modify existing text data to insert out-of-context errors . they use a 2016 TEDTalk corpus to evaluate computational models for text understanding . |
| Outcome: | The proposed method targets real-world problems of transcription and translation systems by inserting authentic out-of-context errors. |