Papers by Young-Seob Jeong
SwahBERT: Language Model of Swahili (2022.naacl-main)
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| Challenge: | Social media and Internet forums are valuable sources of citizens’ opinions, which can be analyzed for community development and user behavior analysis. |
| Approach: | They present a pre-training and annotated datasets of Swahili and an emotion classification datasets that are manually annotating by two native Swahils. |
| Outcome: | The proposed model outperforms existing monolingual language model in almost all downstream tasks. |
Korean TimeBank Including Relative Temporal Information (L18-1)
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| Challenge: | Temporal information extraction is one of the important research fields in natural language processing. |
| Approach: | They propose a concept of relative temporal information and supplement a Korean annotation language to represent new relative expressions and extend an annotated dataset through the revised language. |
| Outcome: | The proposed language can be used to represent relative temporal information and extend an annotated dataset, Korean TimeBank, through the revised language. |