Whitening of span embeddings

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Embedding Whiteningconcept0.876
  Preprocessing step using dev-set covariance to standardize span embeddings before computing S
• span embeddings extractionmethod0.790
  Obtain instruction and example span embeddings at layer L* with chosen pooling.
• span embedding analysismethod0.787
  Extracting embeddings from instruction and example spans.
• Token embeddingsconcept0.724
  Vector representations of individual tokens from genomic foundation models; the raw inputs to sequence pooling methods.
• Temporal embeddingmethod0.717
  Lagged time series used to capture dynamical dependencies.
• Dev-Set Whitening and Z-Scoring Protocolmethod0.717
  Preprocessing pipeline for standardizing ρd, dr, and S across layers/models using dev-set covariance
• whitening and z-scoring proceduremethod0.714
  Calibration protocol: whiten embeddings on dev pool, z-score ρd and dr per layer.
• Mutual Embeddingconcept0.710
  A reinforcing interlock between different materials, mentioned alongside Deep Interlock in West Dean construction.