What algorithm is used to visualize text in visualize_text

pytorch / captum

Model interpretability and understanding for PyTorch

https://captum.ai

BSD 3-Clause "New" or "Revised" License

4.8k stars 485 forks source link

What algorithm is used to visualize text in visualize_text #1020

Open WenxiongLiao opened 2 years ago

WenxiongLiao commented 2 years ago

❓ Questions and Help

Captum is a good toolkit, but I want to know more about the algorithm involved in captum. I'm curious about the method visualize_text, What algorithms used to visualize text?

NarineK commented 1 year ago

@WenxiongLiao, you can visualize any attribution algorithm with visualize_text function. visualize_text is attribution algorithm agnostic. Here are some examples: https://captum.ai/tutorials/Bert_SQUAD_Interpret