Hello! I’m Rebecca Dorn (they/she), a fifth year PhD candidate in Computer Science at the University of Southern California’s Information Science Institute. I'm co-advised by Professors
Kristina Lerman and
Fred Morstatter.
My research investigates how language models make sense of dialects used by historically marginalized groups, particularly in subjective tasks like toxicity detection and content moderation.
I love working on open-ended tasks with no one answer, and I believe the strongest work is produced in collaboration with non-CS departments, communities and organizations.
If any of this sounds interesting to you, let's connect! Feel free to take a look at my academic CV and reach out to me at rdorn[at]usc[dot]edu.
May 2025 | Started my internship with Amazon Science, where I'm building a human-in-the-loop evaluation agent for newly generated content. |
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Apr 2025 | This month, I'm honored to be a speaker at Microsoft's GLEAM lecture series about LGBTQ+ in Cybersecurity research, and Mila's Fairness and Transparency in AI (FATE) Seminar. |
Dec 2024 | The Center for Democracy and Technology uses QueerReclaimLex to help highlight intersectional disparities in content moderation. (Someone pinch me I'm dreaming) |
Nov 2024 | Wow, our OATH-Frames paper received an outstanding paper award at EMNLP 2024! I've learned so much from this interdisciplinary project. Kudos to my hardworking collaborators! |
Sept 2024 | Excited to share that two papers have been accepted for presentation at the EMNLP 2024 Main Conference! OATH-Frames: Characterizing Online Attitudes Towards Homelessness with LLM Assistants and COMMUNITY-CROSS-INSTRUCT: Unsupervised Instruction Generation for Aligning Large Language Models to Online Communities. |