Machine Learning, Information Retrieval.
introducing embeddings may result in unexpected search results. Granularity is another concern when applying query expansion. “hot dog” could become “warm puppy” when term-level query expansion, but if it is query-level, recall would decrease since fewer words are discovered for combined queries.