Andreas Madsen

4 papers · 2020–2024 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

ACL (1) EMNLP (1) ICLR (1) ICML (1)

Top co-authors

Siva Reddy (3) Sarath Chandar (2) Nicholas Meade (1) Vaibhav Adlakha (1) Alexander Rosenberg Johansen (1)

Keywords

feature attribution (1) model interpretability (1) counterfactual explanation (1) faithfulness evaluation (1) attention analysis (1) large language model (1) interpretability faithfulness (1) importance measure (1) recursive masking (1)

Papers

Are self-explanations from Large Language Models faithful? ACL 2024

Faithfulness Measurable Masked Language Models ICML 2024

Evaluating the Faithfulness of Importance Measures in NLP by Recursively Masking Allegedly Important Tokens and Retraining EMNLP 2022

Neural Arithmetic Units ICLR 2020