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Aryaman Arora
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Ph.D. student at Stanford, NLP researcher, and language enjoyer.
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Aryaman Arora Aryaman Arora papers blog projects Hi! I'm Aryaman. I am a first-year Ph.D. student at Stanford NLP rotating with Dan Jurafsky and Chris Potts . I work on mechanistic interpretability : I want to understand how language models work . Some thing I’m thinking about these days: How are the mechanisms that allow human-like command of language encoded in language model weights? Can we identify general, model-agnostic mechanisms? How can we modify, control, and improve models using the mechanisms that we discover? In short, can we make interpretability a science ? To that end, I am inspired by work in NLP, ML, causality, information theory, and psycholinguistics. Before coming to Stanford in 2023, I completed my B.S. in Computer Science and Linguistics at Georgetown University , where I was mentored by Nathan Schneider . In those days, I worked on computational linguistics. Since 2021, I have been working closely with Ryan Cotterell at ETH Zür...
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