The Language Interpretability Tool (LIT): Interactive Exploration and Analysis of NLP Models

The Language Interpretability Tool (LIT): Interactive Exploration and Analysis of NLP Models

The Language Interpretability Tool (LIT): Interactive Exploration and Analysis of NLP Models

“As natural language processing (NLP) models become more powerful and are deployed in more real-world contexts, understanding their behavior is becoming increasingly critical. While advances in modeling have brought unprecedented performance on many NLP tasks, many research questions remain about not only the behavior of these models under domain shift and adversarial settings, but also their tendencies to behave according to social biases or shallow heuristics…”

Source: ai.googleblog.com/2020/11/the-language-interpretability-tool-lit.html