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

Incorporating Priors with Feature Attribution on Text Classification ACL 2019
Building Human-Machine Trust via Interpretability AAAI 2019
Auditing Deep Learning processes through Kernel-based Explanatory Models IJCNLP 2019
Universal Adversarial Triggers for Attacking and Analyzing NLP IJCNLP 2019
NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks AAAI 2019
Revealing the Dark Secrets of BERT EMNLP 2019
Understanding and Visualizing Deep Visual Saliency Models CVPR 2019
Human-grounded Evaluations of Explanation Methods for Text Classification IJCNLP 2019
Universal Adversarial Triggers for Attacking and Analyzing NLP EMNLP 2019
Detecting and Reducing Bias in a High Stakes Domain EMNLP 2019
What made you do this? Understanding black-box decisions with sufficient input subsets AISTATS 2019
Interpreting CNNs via Decision Trees CVPR 2019
Auditing Deep Learning processes through Kernel-based Explanatory Models EMNLP 2019
Probing Neural Network Comprehension of Natural Language Arguments ACL 2019
A Multiscale Visualization of Attention in the Transformer Model ACL 2019
Attention is not not Explanation IJCNLP 2019
Is Attention Interpretable? ACL 2019
Explicit Bias Discovery in Visual Question Answering Models CVPR 2019
What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition EMNLP 2019
Saliency Learning: Teaching the Model Where to Pay Attention NAACL 2019
Interpreting Black Box Predictions using Fisher Kernels AISTATS 2019
QADiver: Interactive Framework for Diagnosing QA Models AAAI 2019
Graph Space Embedding IJCAI 2019
Interrogating the Explanatory Power of Attention in Neural Machine Translation EMNLP 2019
Understanding Convolutional Neural Networks for Text Classification EMNLP 2018