The Repository for the Paper The Medium is Not the Message: Deconfounding Text Embeddings via Linear Concept Erasure
The current pipeline generates and saves plots for the following visualizations:
- K-means clusterings, both before and after LEACE erasure;
- PCA projections, before and after LEACE erasure;
- Top-k retrieval results, before and after erasure;
- Total # of exact pairs, before and after erasure.