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Explainability

Unified Multimodal Explanations Through Decomposition

8 minute read

Published: July 11, 2025

Decomposition allows us to create unified pairwise explanations of a multimodal language model.

Interpreting Language Models Through Decomposition

10 minute read

Published: June 12, 2025

By decomposing the hidden state of a language model, we are able to interpret why a prediction was made.