EthicsBot: Fine-Tuning Open-Source LLMs to Assist Scientific Investigators in Analyzing Ethical Issues in Research

Ethical considerations are fundamental to responsible research, yet many investigators struggle to identify and analyze ethical concerns in their study designs. Institutional review boards (IRBs) and other regulatory bodies, while essential, are often perceived as bureaucratic obstacles rather than collaborative partners in ethical inquiry. Recent advances in large language models (LLMs) offer an opportunity to enhance the way researchers engage with ethical analysis. This paper introduces EthicsBot, an innovative project that proposes to leverage open-source LLMs to provide real-time, context-aware ethical guidance for researchers.

Authors

Institutions

Publication Details

Published
2025-06-06
DOI
https://doi.org/10.1109/ethics65148.2025.11098202
Citations
1
Primary Topic
Ethics in Clinical Research
Type
article
Field-Weighted Citation Impact
1.88
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

EthicsBot: Fine-Tuning Open-Source LLMs to Assist Scientific Investigators in Analyzing Ethical Issues in Research

Spencer Phillips Hey, Eni Mustafaraj, Julie Walsh, Charles Weijer
1 citations
Ethics in Clinical Research
1.88
article

EthicsBot: Fine-Tuning Open-Source LLMs to Assist Scientific Investigators in Analyzing Ethical Issues in Research

Spencer Phillips Hey, Eni Mustafaraj, Julie Walsh, Charles Weijer
article en
1 citations

Abstract

Ethical considerations are fundamental to responsible research, yet many investigators struggle to identify and analyze ethical concerns in their study designs. Institutional review boards (IRBs) and other regulatory bodies, while essential, are often perceived as bureaucratic obstacles rather than collaborative partners in ethical inquiry. Recent advances in large language models (LLMs) offer an opportunity to enhance the way researchers engage with ethical analysis. This paper introduces EthicsBot, an innovative project that proposes to leverage open-source LLMs to provide real-time, context-aware ethical guidance for researchers.

Western University (CA), Wellesley College (US), Innovation Research Center (US)
Openalex Percentile: Top 13%
Ethics in Clinical Research
1.88
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.