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

Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models EMNLP 2018
Interpreting Neural Network Hate Speech Classifiers EMNLP 2018
Human-in-the-Loop Interpretability Prior NIPS 2018
Portable, layer-wise task performance monitoring for NLP models EMNLP 2018
Do explanations make VQA models more predictable to a human? EMNLP 2018
An Interactive Web-Interface for Visualizing the Inner Workings of the Question Answering LSTM EMNLP 2018
Visual Interrogation of Attention-Based Models for Natural Language Inference and Machine Comprehension EMNLP 2018
Comparing Automatic and Human Evaluation of Local Explanations for Text Classification NAACL 2018
Learning Explanations from Language Data EMNLP 2018
DALEX: Explainers for Complex Predictive Models in R JMLR 2018
Explaining Deep Learning Models -- A Bayesian Non-parametric Approach NIPS 2018
Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference EMNLP 2018
Nonoverlap-Promoting Variable Selection ICML 2018
Finding Influential Training Samples for Gradient Boosted Decision Trees ICML 2018
A Unified Approach to Interpreting Model Predictions NIPS 2017
Understanding Black-box Predictions via Influence Functions ICML 2017
Convolutional Neural Networks for Authorship Attribution of Short Texts EACL 2017
Part-Stacked CNN for Fine-Grained Visual Categorization CVPR 2016
Bayesian and Empirical Bayesian Forests ICML 2015