Papers by Myung Hee Kim
An Enhanced Mapping Scheme of the Universal Part-Of-Speech for Korean (2020.lrec-1)
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| Challenge: | When mapping a language specific Part-Of-Speech (POS) tag set to the Universal POS tag set (UPOS), it is critical to consider the individual language’s linguistic features and the UPOS definitions. |
| Approach: | They propose to map a Korean Part-Of-Speech (POS) tag set to the Universal POS tag set (UPOS) using a morpheme-based mapping. |
| Outcome: | The proposed mappings are based on the Korean linguistic typology and the substantive definitions of the UPOS categories. |
Task and Sentiment Adaptation for Appraisal Tagging (2023.eacl-main)
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| Challenge: | Appraisal framework in linguistics defines the framework for fine-grained evaluations and opinions. |
| Approach: | They propose to use language models to automatically identify and annotate text segments for appraisal. |
| Outcome: | The proposed model achieves superior performance than baseline adapter-based models and other neural classification models for cross-domain and cross-language settings. |