Information Representation Fairness in Long-Document Embeddings: The Peculiar Interaction of Positional and Language Bias
arXiv:2601.16934v2 Announce Type: replace
Abstract: To be discoverable in an embedding-based search process, each part of a document should be reflected in its embedding representation. To quantify any potential reflection biases, we introduce a permu…