Papers by Hyunji Hayley Park
Morphology Matters: A Multilingual Language Modeling Analysis (2021.tacl-1)
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| Challenge: | Existing studies on inflectional morphology disagree on whether or not it makes languages harder to model. |
| Approach: | They propose to use a corpus of 145 Bible translations in 92 languages to investigate whether inflectional morphology makes languages harder to model. |
| Outcome: | The proposed model trains with linguistically motivated subword segmentation strategies and reduces the impact of morphology on language modeling. |
Improved Finite-State Morphological Analysis for St. Lawrence Island Yupik Using Paradigm Function Morphology (2020.lrec-1)
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| Challenge: | St. Lawrence Island Yupik is an endangered polysynthetic language of the Bering Strait region . linguistic fieldwork observed substantial support within the Yupis for language revitalization . |
| Approach: | They propose a finite-state morphological analyzer for the endangered Yupik language . they use the Paradigm Function Morphology theory of morphology to evaluate the results . |
| Outcome: | The proposed morphological analyzer outperforms existing analyzers in accuracy and coverage rates across multiple datasets. |