Abstract
As the first study in applying ChatGPT to L2 Korean grammar correction and learning, this study investigates the effectiveness of ChatGPT models as tools for Korean Grammatical Error Correction (GEC). The model comparison revealed that ChatGPT 4 outperforms ChatGPT 3.5
and the baseline model in all measures related to the precision of error detection and correction. Furthermore, a human evaluation shows that ChatGPT 4 outperforms its previous version in handling multiple grammatical errors and correcting semantic-level mistakes. The
findings of the present study suggest that ChatGPT 4 as a self-learning tool would be more suitable for advanced to near-native level L2 learners of Korean to improve their semantic fluency of sentences with minimal errors than for less proficient L2 learners because the latest version of
ChatGPT 4 still demonstrates a relatively lower accuracy rate in Korean GEC tasks.
and the baseline model in all measures related to the precision of error detection and correction. Furthermore, a human evaluation shows that ChatGPT 4 outperforms its previous version in handling multiple grammatical errors and correcting semantic-level mistakes. The
findings of the present study suggest that ChatGPT 4 as a self-learning tool would be more suitable for advanced to near-native level L2 learners of Korean to improve their semantic fluency of sentences with minimal errors than for less proficient L2 learners because the latest version of
ChatGPT 4 still demonstrates a relatively lower accuracy rate in Korean GEC tasks.
| Original language | English |
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| Title of host publication | Proceedings of the 37th Pacific Asia Conference on Language, Information and Computation |
| Editors | Chu-Ren Huang, Yasunari Harada, Jong-Bok Kim, Si Chen, Yu-Yin Hsu, Emmanuele Chersoni, Pranav A, Winnie Huiheng Zeng, Bo Peng, Yuxi Li, Junlin Li |
| Publisher | Association for Computational Linguistics (ACL) |
| Pages | 464-472 |
| Number of pages | 9 |
| Publication status | Published - Dec 2023 |
| Event | Pacific Asia Conference on Language, Information and Computation (PACLIC 37) - Duration: 2 Dec 2023 → 5 Dec 2023 https://paclic2023.github.io/ |
Conference
| Conference | Pacific Asia Conference on Language, Information and Computation (PACLIC 37) |
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| Period | 2/12/23 → 5/12/23 |
| Internet address |