conftrace_

human interpretability

3 papers

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Co-occurring keywords · papers mentioning both

interpretability technique (1) machine learning generalizability (1) system validation (1) bayesian model criticism (1) example-based explanation (1) nearest prototype classifier (1) semi-factual reasoning (1) concept activation vector (1) signal temporal logic (1) formal specification (1)

Papers

STL: Still Tricky Logic (for System Validation, Even When Showing Your Work) NeurIPS 2024 Improving Generalizability in Implicitly Abusive Language Detection with Concept Activation Vectors ACL 2022 Examples are not enough, learn to criticize! Criticism for Interpretability NeurIPS 2016