Papers by Jackson Sargent
POTATO: The Portable Text Annotation Tool (2022.emnlp-demos)
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Jiaxin Pei, Aparna Ananthasubramaniam, Xingyao Wang, Naitian Zhou, Apostolos Dedeloudis, Jackson Sargent, David Jurgens
| Challenge: | POTATO is a free, fully open-sourced annotation system that supports labeling many types of text and multimodal data. |
| Approach: | They propose to use POTATO to design and deploy complex annotation tasks. |
| Outcome: | The proposed annotation system improves labeling speed and productivity over two tasks. |
Your spouse needs professional help: Determining the Contextual Appropriateness of Messages through Modeling Social Relationships (2023.acl-long)
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| Challenge: | Existing methods for identifying offensive content in interpersonal communication are largely independent of context . prior work has shown the benefits of modeling context, such as demographics of annotators and readers, and the online community in which a message is said. |
| Approach: | They propose a model that explicitly models the social context in which a message is said to assess whether it is appropriate. |
| Outcome: | The proposed model can accurately identify inappropriate communication in a given context. |