interpretability

10 papers

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Also known as

IA XAI

Co-occurring keywords

saliency map (125) topic model (290) knowledge distillation (3680) topic modeling (460) neural machine translation (2310) multimodal learning (4622) fairness testing (5) visual inspection (11) bias detection (419) syntactic invariance (1)

Papers

Inner Information Analysis Algorithm for Deep Neural Network based on Community ICLR 2025

Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models ACL 2023

A Psychological Theory of Explainability ICML 2022

On Neurons Invariant to Sentence Structural Changes in Neural Machine Translation CONLL 2022

Interpreting and Disentangling Feature Components of Various Complexity from DNNs ICML 2021

A Novel Framework for Robustness Analysis of Visual QA Models AAAI 2019

Visual Explanation by Interpretation: Improving Visual Feedback Capabilities of Deep Neural Networks ICLR 2019

A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations ICML 2018

Large-Scale Sparse Principal Component Analysis with Application to Text Data NIPS 2011

Reading Tea Leaves: How Humans Interpret Topic Models NIPS 2009