← Search

Duen Horng (Polo) Chau

2 accepted papers

2025

LLM Attributor: Interactive Visual Attribution for LLM Generation

AAAI 2025technical

While large language models (LLMs) have shown remarkable capability to generate convincing text across diverse domains, concerns around its potential risks have highlighted the importance of understanding the rationale behind text generation. We present LLM ATTRIBUTOR, a Python library that provides…

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…