Allison Koenecke

schoolCornell Universitybar_chart#7295 Global Rank

Total Papers

HCI Rank

#7295

Research Areas

Years Active

Recent Publications

Fairness-in-the-Workflow: How Machine Learning Practitioners at Big Tech Companies Approach Fairness in Recommender Systems

Recommender systems (RS), which are widely deployed across high-stakes domains, are susceptible to biases that can cause large-scale societal impacts. Researchers have proposed methods to measure and mitigate such biases - but translating academic theory into practice is inherently challenging. Through a semi-structur…

CHI '252nd AuthorBest PaperHuman-LLM Collaboration +1

"Don't Forget the Teachers": Towards an Educator-Centered Understanding of Harms from Large Language Models in Education

Education technologies (edtech) are increasingly incorporating new features built on large language models (LLMs), with the goals of enriching the processes of teaching and learning and ultimately improving learning outcomes. However, the potential downstream impacts of LLM-based edtech remain understudied. Prior atte…

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