Publications

Samantha Robertson*, Zijie J. Wang*, Dominik Moritz, Mary Beth Kery, Fred Hohman (2023). Angler: Helping Machine Translation Practitioners Prioritize Model Improvements. CHI ‘23.

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Samantha Robertson*, Tonya Nguyen, Cathy Hu, Catherine Albiston, Afshin Nikzad, Niloufar Salehi (2023). Expressiveness, Cost, and Collectivism: How the Design of Preference Languages Shapes Participation in Algorithmic Decision-Making. CHI ‘23.

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Samantha Robertson*, Tonya Nguyen, Niloufar Salehi (2022). Not Another School Resource Map: Meeting Underserved Families’ Information Needs Requires Trusting Relationships and Personalized Care. CSCW ‘22.

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Samantha Robertson*, Mark Díaz (2022). Understanding and Being Understood: User Strategies for Identifying and Recovering From Mistranslations in Machine Translation-Mediated Chat. ACM FAccT 2022.

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Nikita Mehandru, Samantha Robertson*, Niloufar Salehi (2022). Reliable and Safe Use of Machine Translation in Medical Settings. ACM FAccT 2022.

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Samantha Robertson*, Kim Harley, Niloufar Salehi (2022). Engaging Research Participants with Self-Logged Menstrual Health Data. HILDA 2022.

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Wesley Hanwen Deng, Nikita Mehandru, Samantha Robertson*, Niloufar Salehi (2022). Beyond General Purpose Machine Translation: The Need for Context-specific Empirical Research to Design for Appropriate User Trust. TRAIT 2022.

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Samantha Robertson*, Tonya Nguyen, Niloufar Salehi (2021). Modeling Assumptions Clash with the Real World: Transparency, Equity, and Community Challenges for Student Assignment Algorithms. CHI ‘21.

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Samantha Robertson*, Wesley Hanwen Deng, Timnit Gebru, Margaret Mitchell, Daniel J. Liebling, Michal Lahav, Katherine Heller, Mark Díaz, Samy Bengio, Niloufar Salehi (2021). Three Directions for the Design of Human-Centered Machine Translation. HCI + NLP Workshop at EACL 2021.

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Samantha Robertson*, Niloufar Salehi (2020). What If I Don't Like Any Of The Choices? The Limits of Preference Elicitation for Participatory Algorithm Design. Participatory Approaches to Machine Learning, a Workshop at ICML 2020.

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Pavan Mehrotra, Sabar Dasgupta, Samantha Robertson*, Paul Nuyujukian (2018). An Open-Source Realtime Computation Platform (Short WIP Paper). In LCTES’ 18.

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