Demos
Tutorials
Talks

Demos

TalkToModel

Snoopy

Tutorials

EMNLP 2020 Tutorial on Interpreting Predictions of NLP Models

by Eric Wallace, Matt Gardner, Sameer Singh (EMNLP 2020)

Talks

How large language models work (and why that's why they don't)

by Sameer Singh (IEEE Orange County Computer Society, SIGAI OC and the Los Angeles Chapter of the ACM)

Exposing Shortcomings and Improving Reliability of ML Explanations

by Dylan Slack (Stanford MedAI)

Counterfactual Explanations Can Be Manipulated

by Dylan Slack (NeurIPS 2021)

Reliable Post hoc Explanations Modeling Uncertainty in Explainability

by Dylan Slack (NeurIPS 2021)

Fooling LIME and SHAP Adversarial Attacks on Post hoc Explanation Methods

by Dylan Slack (Aggregate Intellect)

Evaluating and Testing Natural Language Processing Models

by Sameer Singh (IndoML 2021)

Yasaman Razeghi and Sameer Singh - NLP benchmarks

by Yasaman Razeghi, Sameer Singh (Machine Learning Street Talk)