Can Dense Retrieval Beat BM25 for Entity Resolution? (And At What Cost?)

Testing if applying Matryoshka Representation Learning (MRL) to tabular entity data could bridge the cost gap, compressing embeddings enough to remain operational while still beating BM25 on corrupted queries.