conftrace_

model interpretability

519 papers

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Co-occurring keywords

feature attribution (280) text classification (6793) neural network (6616) large language model (13587) explainable ai (480) model explanation (155) language model (4599) attention mechanism (4001) shapley value (206) representation learning (6206)

Papers

On Black-Box Explanation for Face Verification WACV 2022
Logic Traps in Evaluating Attribution Scores ACL 2022
Does Self-Rationalization Improve Robustness to Spurious Correlations? EMNLP 2022
New Definitions and Evaluations for Saliency Methods: Staying Intrinsic, Complete and Sound NIPS 2022
Measuring the Mixing of Contextual Information in the Transformer EMNLP 2022
Taylor, Can You Hear Me Now? A Taylor-Unfolding Framework for Monaural Speech Enhancement IJCAI 2022
Investigating the Benefits of Free-Form Rationales EMNLP 2022
FOCUS: Flexible Optimizable Counterfactual Explanations for Tree Ensembles AAAI 2022
Locally Aggregated Feature Attribution on Natural Language Model Understanding NAACL 2022
Rethinking Influence Functions of Neural Networks in the Over-Parameterized Regime AAAI 2022
An Interactive Exploratory Tool for the Task of Hate Speech Detection NAACL 2022
AI Explainability 360: Impact and Design AAAI 2022
Towards Tracing Knowledge in Language Models Back to the Training Data EMNLP 2022
Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations EMNLP 2022
That’s the Wrong Lung! Evaluating and Improving the Interpretability of Unsupervised Multimodal Encoders for Medical Data EMNLP 2022
Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding AAAI 2022
Delivering Trustworthy AI through Formal XAI AAAI 2022
Let the CAT out of the bag: Contrastive Attributed explanations for Text EMNLP 2022
Privacy-Preserving Face Recognition in the Frequency Domain AAAI 2022
Transformers from an Optimization Perspective NIPS 2022
Flexible Instance-Specific Rationalization of NLP Models AAAI 2022
LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models EMNLP 2022
Universal and Independent: Multilingual Probing Framework for Exhaustive Model Interpretation and Evaluation EMNLP 2022
Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure NIPS 2022
ExSum: From Local Explanations to Model Understanding NAACL 2022