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Jered McInerney

@dmcinerney.bsky.social

PhD Candidate in ML/NLP at Northeastern University, currently working on interpretability in healthcare, broadly interested in distant supervision and bridging the gap between pretraining and applications

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Jered McInerney @dmcinerney.bsky.social · 17/03/2024

Excited to share that our work on interpretable risk prediction will be at the #NAACL2024 main conference!

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Jered McInerney @dmcinerney.bsky.social · 28/02/2024

Our work on reducing diagnostic errors with interpretable risk prediction is now on arXiv! We retrieve evidence from a patient’s record, visualize how it informs a prediction, and test it in a realistic setting. 👇 (1/6) arxiv.org/abs/2402.10109 w/ @byron.bsky.social and @jwvdm.bsky.social

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Jered McInerney @dmcinerney.bsky.social · 25/10/2023

Very excited our “CHiLL” paper was accepted to #EMNLP2023 Findings! Can we craft arbitrary high-level features without training?👇(1/6) We ask a doctor to ask questions to an LLM and train an interpretable model on the answers. arxiv.org/abs/2302.12343 w/ @jwvdm.bsky.social and @byron.bsky.social

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