Publications d'Andreas Madsen

• 

  Andreas Madsen

  Co-superviseur: Siva Reddy
  Domaines de recherche: Interprétabilité de traitement du langage naturel

Activité

• Étudiant au doctorat: août 2020 - maintenant

Prépublications

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

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

Articles de conférence et de revue

2022

2. Evaluating the Faithfulness of Importance Measures in NLP by Recursively Masking Allegedly Important Tokens and Retraining
   Andreas Madsen, Nicholas Meade, Vaibhav Adlakha et 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 et Sarath Chandar
   ACM Computing Surveys, 2022.
   #NLP
   [arXiv]