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Explainers

⌨️ = implemented | 💪‍‍ = trained from scratch

Integrated Gradients

Model	SNLI	IMDb	TREC
bert-base-cased	⌨️	⌨️
xlnet-base-cased	⌨️	⌨️
textattack/roberta-base-imdb	⌨️	⌨️

Datasets

Name	Task/Domain	#Cls	Download	For Subm.	Impl.d
SNLI	Textual Entailment	3	snli	✅	❌
IMDb	Sentiment Analysis	2	imdb	✅	✅
TREC	Question Classification	6	trec	✅	❌
X-Stance	Stance Classification	2	x_stance
HANS	Textual Entailment	2	hans
PAWS	Paraphrase Identification	2	paws

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Heatmap Visualisation Tools

Ecco: https://github.com/jalammar/ecco
displacy: https://nbviewer.jupyter.org/github/galtay/displacy_token_heat/blob/master/token_heat.ipynb