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Victoria Yaneva

2 accepted papers

2022

The USMLE® Step 2 Clinical Skills Patient Note Corpus

NAACL 2022long

This paper presents a corpus of 43,985 clinical patient notes (PNs) written by 35,156 examinees during the high-stakes USMLE® Step 2 Clinical Skills examination. In this exam, examinees interact with standardized patients - people trained to portray simulated scenarios called clinical cases. For eac…

Cited by 5SourcePDFScholar
2020

Automated Prediction of Examinee Proficiency from Short-Answer Questions

COLING 2020main

This paper brings together approaches from the fields of NLP and psychometric measurement to address the problem of predicting examinee proficiency from responses to short-answer questions (SAQs). While previous approaches train on manually labeled data to predict the human-ratings assigned to SAQ r…

Cited by 9SourcePDFScholar