Publications by Andreas Madsen

• 

  Andreas Madsen

  Co-supervisor: Siva Reddy
  Research Areas: Interpretability in NLP

Activity

• PhD Student: Aug 2020 - now

Preprints

• Are self-explanations from Large Language Models faithful?
  Andreas Madsen, Sarath Chandar, and Siva Reddy
  In ArXiv, 2024.
  #NLP
  [arXiv], [code]

• Faithfulness Measurable Masked Language Models
  Andreas Madsen, Siva Reddy, and Sarath Chandar
  In ArXiv, 2023.
  #NLP
  [arXiv], [code], [YouTube]

Conference and Journal Papers

2022

2. Evaluating the Faithfulness of Importance Measures in NLP by Recursively Masking Allegedly Important Tokens and Retraining
   Andreas Madsen, Nicholas Meade, Vaibhav Adlakha, and Siva Reddy
   Findings of Empirical Methods in Natural Language Processing (EMNLP), 2022.
   [BlackboxNLP Workshop, 2022]
   #NLP
   [arXiv], [code]

3. Post-hoc Interpretability for Neural NLP: A Survey
   Andreas Madsen, Siva Reddy, and Sarath Chandar
   ACM Computing Surveys, 2022.
   #NLP
   [arXiv]