Julia Mendelsohn

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Researcher with public evidence across NLP & language, AI research.

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Asst Prof @UMD Info College. NLP, computational social science, political communication, linguistics. Past: Data Science Postdoc @UChicago, Info PhD @UMich, CS + Lx @Stanford. Interests: cats, Yiddish, talking to my cats in Yiddish.

Articles & links

Just arrived in Burlington for #IC2S2! My student Krystal Gong will be presenting: 👉 Thursday @ 10:45 in Chittenden (413) about geopolitical stance formation in LLMs 👉 Friday @ 14:15 in Jost Foundation (422) about quantifying persuasive cues in text (arxiv.org/abs/2606.14580) …

Persuasion Index: A Theory-Guided Framework for Persuasion Analysis arxiv.org
AI Weekly's analysis
  • Persuasion Index is a taxonomy of 15 dimensions grounded in psychology and communication, implemented with 55 sub-features from lexicons and rule-based detectors.
  • The authors evaluate PI on four public datasets varying in domain, style, and outcome measures, and report linear models carry meaningful predictive signal while staying lightweight.
  • PI is released as an open-source package and web interface for principled and auditable analysis of human and AI-mediated communication.
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