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Aeree Cho

2 accepted papers

2025

Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving LLM Safety

EMNLP 2025

As large language models (LLMs) see wider real-world use, understanding and mitigating their unsafe behaviors is critical. Interpretation techniques can reveal causes of unsafe outputs and guide safety, but such connections with safety are often overlooked in prior surveys. We present the first surv

Cited by 0SourcePDFScholar
2025

TRANSFORMER EXPLAINER: Interactive Learning of Text-Generative Models

AAAI 2025technical

Transformers have revolutionized machine learning, yet their inner workings remain opaque to many. We present TRANSFORMER EXPLAINER, an interactive visualization tool designed for non-experts to learn about Transformers through the GPT-2 model. Our tool helps users understand complex Transformer con…