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Tyler Baldwin

2 accepted papers

2024

Self-Regulated Data-Free Knowledge Amalgamation for Text Classification

NAACL 2024industry

Recently, there has been a growing availability of pre-trained text models on various model repositories. These models greatly reduce the cost of training new models from scratch as they can be fine-tuned for specific tasks or trained on large datasets. However, these datasets may not be publicly ac…

Cited by 1SourcePDFScholar
2022

Improving Neural Models for Radiology Report Retrieval with Lexicon-based Automated Annotation

NAACL 2022long

Many clinical informatics tasks that are based on electronic health records (EHR) need relevant patient cohorts to be selected based on findings, symptoms and diseases. Frequently, these conditions are described in radiology reports which can be retrieved using information retrieval (IR) methods. Th…

Cited by 6SourcePDFScholar