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Interpretability

7,452 papers

Papers per year

5
14
488
1716
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Papers

Learning Important Features Through Propagating Activation Differences ICML 2017
Axiomatic Attribution for Deep Networks ICML 2017
Acceptability Semantics for Weighted Argumentation Frameworks IJCAI 2017
Plan Explanations as Model Reconciliation: Moving Beyond Explanation as Soliloquy IJCAI 2017
Omniscient Debugging for Cognitive Agent Programs IJCAI 2017
Representativeness-aware Aspect Analysis for Brand Monitoring in Social Media IJCAI 2017
Epistemic-entrenchment Characterization of Parikh’s Axiom IJCAI 2017
Model Checking Multi-Agent Systems against LDLK Specifications IJCAI 2017
Induction of Interpretable Possibilistic Logic Theories from Relational Data IJCAI 2017
Human-Centric Justification of Machine Learning Predictions IJCAI 2017
Learning deep structured network for weakly supervised change detection IJCAI 2017
Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations IJCAI 2017
Dynamic Multi-View Hashing for Online Image Retrieval IJCAI 2017
Plato's Cave in the Dempster-Shafer land--the Link between Pignistic and Plausibility Transformations IJCAI 2017
On Automating the Doctrine of Double Effect IJCAI 2017
Concrete Problems for Autonomous Vehicle Safety: Advantages of Bayesian Deep Learning IJCAI 2017
Logic meets Probability: Towards Explainable AI Systems for Uncertain Worlds IJCAI 2017
Fuzzy Logic Model for Digital Forensics: A Trade-off between Accuracy, Complexity and Interpretability IJCAI 2017
Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks IJCNLP 2017
What does Attention in Neural Machine Translation Pay Attention to? IJCNLP 2017
Coordination Boundary Identification with Similarity and Replaceability IJCNLP 2017
Length, Interchangeability, and External Knowledge: Observations from Predicting Argument Convincingness IJCNLP 2017
Identity Deception Detection IJCNLP 2017
Disambiguate or not? — The Role of Prosody in Unambiguous and Potentially Ambiguous Anaphora Production in Strictly Mandarin Parallel Structures INTERSPEECH 2017
Acoustic Properties of Canonical and Non-Canonical Stress in French, Turkish, Armenian and Brazilian Portuguese INTERSPEECH 2017