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GitHub topics: local-explanation

Pascalson/LERG

A unified approach to explain conditional text generation models. Pytorch. The code of paper "Local Explanation of Dialogue Response Generation, NeurIPS 2021"

Language: Python - Size: 347 KB - Last synced at: 25 days ago - Pushed at: over 3 years ago - Stars: 17 - Forks: 1

peymanrasouli/meaningful_locality

Meaningful Data Sampling for a Faithful Local Explanation Method

Language: Python - Size: 437 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 2

peymanrasouli/EXPLAN

EXPLAN: Explaining Black-box Classifiers using Adaptive Neighborhood Generation

Language: Jupyter Notebook - Size: 9.29 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 2

KieranLitschel/XSWEM

A simple and explainable deep learning model for NLP.

Language: Jupyter Notebook - Size: 179 KB - Last synced at: 22 days ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

Related Keywords
local-explanation 4 blackbox-models 2 interpretability 2 machinelearning 2 xai 2 word-embeddings 1 tensorflow 1 swem 1 simple 1 nlp 1 model 1 machine-learning 1 keras 1 glove 1 global-explanation 1 fast 1 explainable 1 deep-learning 1 rule-based-explanations 1 faithful-local-explanation 1 text-generation 1