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Showing 1 to 3 of 3 for “"Query Semantics"”.

  1. Enabling Data Retrieval: By Ranking and Beyond

    … to integrate clustering and ranking of database query results; the other is to support inverse ranking queries that provide ranks of objects in query context. Injecting such non-traditional facilities into databases presents non-trivial challenges in both defining query semantics and designing …

    uiuc Repository record for Enabling Data Retrieval: By Ranking and Beyond (opens in a new tab)

  2. QuOTE: Question-Oriented Text Embeddings

    … This better aligns document embeddings with user query semantics, and helps address issues such as ambiguity and context-dependent relevance. Through extensive experiments across diverse benchmarks, we demonstrate that QuOTE significantly enhances retrieval accuracy, including in multi-hop …

    vt Repository record for QuOTE: Question-Oriented Text Embeddings (opens in a new tab)

  3. A systematic study of multi-level query understanding

    … user’s intent or information need underlying the query. This thesis presents a systematic study of query understanding. In this thesis I have proposed a conceptual framework where there are different levels of query understanding. And these levels of query understanding have natural logical …

    uiuc Repository record for A systematic study of multi-level query understanding (opens in a new tab)