conftrace_

model interpretability

519 papers

Explore in graph

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

AI Trust in Business Processes: The Need for Process-Aware Explanations AAAI 2020
Sanity Checks for Saliency Metrics AAAI 2020
Certifai: A Toolkit for Building Trust in AI Systems IJCAI 2020
Adapting Grad-CAM for Embedding Networks WACV 2020
DeepView: Visualizing Classification Boundaries of Deep Neural Networks as Scatter Plots Using Discriminative Dimensionality Reduction IJCAI 2020
Evaluating and Aggregating Feature-based Model Explanations IJCAI 2020
Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection ACL 2020
DeepCoDA: personalized interpretability for compositional health data ICML 2020
Investigating Gender Bias in Language Models Using Causal Mediation Analysis NIPS 2020
Debugging Tests for Model Explanations NIPS 2020
Parameterized Explainer for Graph Neural Network NIPS 2020
Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable Recourses NIPS 2020
Model Interpretability through the lens of Computational Complexity NIPS 2020
Adaptive Transformers for Learning Multimodal Representations ACL 2020
Considering Likelihood in NLP Classification Explanations with Occlusion and Language Modeling ACL 2020
Exploring Weaknesses of VQA Models through Attribution Driven Insights ACL 2020
Interpreting Deep Models for Text Analysis via Optimization and Regularization Methods AAAI 2019
Abduction-Based Explanations for Machine Learning Models AAAI 2019
Faithful Multimodal Explanation for Visual Question Answering ACL 2019
Deep Neural Model Inspection and Comparison via Functional Neuron Pathways ACL 2019
Towards Debugging Deep Neural Networks by Generating Speech Utterances INTERSPEECH 2019
Visualization and Interpretation of Latent Spaces for Controlling Expressive Speech Synthesis Through Audio Analysis INTERSPEECH 2019
Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification IJCNLP 2019
Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control IJCNLP 2019
Evaluating Recurrent Neural Network Explanations ACL 2019