[HTML][HTML] Sample Size Considerations for Fine-Tuning Large Language Models for Named Entity Recognition Tasks: Methodological Study

ZP Majdik, SS Graham, JC Shiva Edward… - JMIR AI, 2024 - ai.jmir.org
Background Large language models (LLMs) have the potential to support promising new
applications in health informatics. However, practical data on sample size considerations for …

From corpus creation to formative discovery: the power of big-data-rhetoric teams and methods

SE Ryan, L Hong, M Rashid - Review of Communication, 2023 - Taylor & Francis
Rhetoric has been slow to adopt big-data techniques, but that is changing. In this article, we
describe the formative work of our rhetoric-data science team on an ideographic analysis of …

A Content Analysis of Self-Reported Financial Relationships in Biomedical Research

SS Graham, N Sharma, MS Karnes… - AJOB empirical …, 2023 - Taylor & Francis
Introduction Financial conflicts of interest (fCOI) present well documented risks to the
integrity of biomedical research. However, few studies differentiate among fCOI types in their …

Combining language models for knowledge extraction from Italian TEI editions

C Santini - Frontiers in Computer Science, 2024 - frontiersin.org
This study investigates the integration of language models for knowledge extraction (KE)
from Italian TEI/XML encoded texts, focusing on Giacomo Leopardi's works. The objective is …

Who Controlled the Evidence? Question Answering for Disclosure Information Extraction

H Hardy, D Ruths, NB King - Conference on Health …, 2023 - proceedings.mlr.press
Conflict of interest (COI) disclosure statements provide rich information to support
transparency and reduce bias in research. We introduce a novel task to identify relationships …

[PDF][PDF] Empirical Research Methods & Project Design

DP Richards - fs.wp.odu.edu
This course will focus on how researchers in English Studies use empirical methods to pose
and answer questions that intrigue them, whether the questions are about professional …

A dashboard for exploring clinical trials sponsorship and potential virtual monopolies

SS Graham, ZP Majdik, JB Barbour, JF Rousseau - JAMIA open, 2021 - academic.oup.com
Objective To create a data visualization dashboard to advance research related to clinical
trials sponsorship and monopolistic practices in the pharmaceuticals industry. Materials and …