Sentence embeddings can be decomposed into sparse, interpretable atoms via supervised dictionary learning, and mean pooling preserves mainly atoms aligned with the sentence direction.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Mechanistic Decomposition of Sentence Representations
Sentence embeddings can be decomposed into sparse, interpretable atoms via supervised dictionary learning, and mean pooling preserves mainly atoms aligned with the sentence direction.