Papers by Katarina Gillholm
Evaluation of Really Good Grammatical Error Correction (2024.lrec-main)
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| Challenge: | emergence of large language models has highlighted the shortcomings of evaluation methods . evaluators often use grammatical error correction (GEC) to correct language errors at multiple levels . |
| Approach: | They perform a comprehensive evaluation of various GEC systems using Swedish learner texts . they suggest using human post-editing to analyze amount of change required to reach native-level human performance . |
| Outcome: | The proposed evaluations outperform existing methods for grammatical error correction in Swedish . the results highlight the shortcomings of existing evaluation methods . |