Self-Explainability for Intuitive and Controllable Interaction: On Reducing Human-Authored Free-Text Explanations for Training

  • University College London (UCL), NLP Meetup, December 2021
  • Slides

Contrastive Explanations of NLP Models

  • Keynote at BlackboxNLP co-located with EMNLP, November 2021
  • Slides

Explanation Selection Through The Lens of Free-Text and Contrastive Explanations

  • USC Machine Learning Symposium, December 2021
  • Georgia Tech NLP Seminar, November 2021
  • University of Sheffield Seminar, November 2021
  • Slides

Reflecting on Interpretability Desiderata with Visual Commonsense Reasoning

  • University of Washington, Department of Linguistics, November 2019
  • Slides

Teaching Machines Language Understanding

  • Allen School Women’s Research Day, University of Washington, April 2019
  • Slides

Resolving Abstract Anaphors in Discourse: Uphill Battles with Neural Ranking Models and Automatic Data Extraction

  • Allen Institute for AI, October 2018.
  • NAACL Workshop on Computational Models of Reference, Anaphora, and Coreference, June 2018
  • Potsdam University, Applied Computational Linguistics, June 2018
  • Bochum University, Sprachwissenschaftliches Institut, May 2018
  • Video