Kathryn Yurechko

schoolWashington and Lee Universitybar_chart#7283 Global Rank

Total Papers

HCI Rank

#7283

Research Areas

Years Active

Recent Publications

Promptimizer: User-Led Prompt Optimization for Personal Content Classification

While LLMs now enable social media users to create content classifiers easily through natural language, automatic prompt optimization techniques are often necessary to create performant classifiers. However, such techniques can fail to consider how users want to evolve their classifiers over the course of usage, inclu…

CHI '252nd AuthorHuman-LLM Collaboration +1

End User Authoring of Personalized Content Classifiers: Comparing Example Labeling, Rule Writing, and LLM Prompting

Existing tools for laypeople to create personal classifiers often assume a motivated user working uninterrupted in a single, lengthy session. However, users tend to engage with social media casually, with many short sessions on an ongoing, daily basis. To make creating personal classifiers for content curation easier…

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