conftrace_

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3 papers

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prior adaptive (1) debiased machine learning (1) large language model (1) ehr phenotyping (1) prior adaptive estimation (1) multi-grained distillation (1) asymptotic unbiasedness (1) conditional random field (1) electronic health record (1) viterbi algorithm (1)

Papers

Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models NeurIPS 2023 Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping JMLR 2022 Multi-Grained Knowledge Distillation for Named Entity Recognition NAACL 2021